{"pages":{"search":{"query":"Tirendaz Academy","originalQuery":"Tirendaz Academy","serpid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","parentReqid":"","serpItems":[{"id":"8658883892237655029-0-0","type":"videoSnippet","props":{"videoId":"8658883892237655029"},"curPage":0},{"id":"16700486464555000171-0-1","type":"videoSnippet","props":{"videoId":"16700486464555000171"},"curPage":0},{"id":"11264767161326193860-0-2","type":"videoSnippet","props":{"videoId":"11264767161326193860"},"curPage":0},{"id":"15334258659623927836-0-3","type":"videoSnippet","props":{"videoId":"15334258659623927836"},"curPage":0},{"id":"R-I-113683-5-0-4","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":4,"grab":"dFRpcmVuZGF6IEFjYWRlbXkK","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","ui":"desktop","yuid":"4666468171752780857"}}},"isAdult":false,"position":4,"placement":"empty"},"curPage":0},{"id":"15259140381624916284-0-5","type":"videoSnippet","props":{"videoId":"15259140381624916284"},"curPage":0},{"id":"4328212462867271619-0-6","type":"videoSnippet","props":{"videoId":"4328212462867271619"},"curPage":0},{"id":"3522755242187739268-0-7","type":"videoSnippet","props":{"videoId":"3522755242187739268"},"curPage":0},{"id":"12849163736220325705-0-8","type":"videoSnippet","props":{"videoId":"12849163736220325705"},"curPage":0},{"id":"11854454413364803546-0-9","type":"videoSnippet","props":{"videoId":"11854454413364803546"},"curPage":0},{"id":"13154117413552841866-0-10","type":"videoSnippet","props":{"videoId":"13154117413552841866"},"curPage":0},{"id":"R-I-113683-5-0-11","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":11,"grab":"dFRpcmVuZGF6IEFjYWRlbXkK","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","ui":"desktop","yuid":"4666468171752780857"}}},"isAdult":false,"position":11,"placement":"empty"},"curPage":0},{"id":"6838680483367927882-0-12","type":"videoSnippet","props":{"videoId":"6838680483367927882"},"curPage":0},{"id":"5666918364868385332-0-13","type":"videoSnippet","props":{"videoId":"5666918364868385332"},"curPage":0},{"id":"13333633432739016272-0-14","type":"videoSnippet","props":{"videoId":"13333633432739016272"},"curPage":0},{"id":"11450326103799540619-0-15","type":"videoSnippet","props":{"videoId":"11450326103799540619"},"curPage":0},{"id":"9838976154577282392-0-16","type":"videoSnippet","props":{"videoId":"9838976154577282392"},"curPage":0},{"id":"11220835476238748128-0-17","type":"videoSnippet","props":{"videoId":"11220835476238748128"},"curPage":0},{"id":"12695331030201725063-0-18","type":"videoSnippet","props":{"videoId":"12695331030201725063"},"curPage":0},{"id":"4263138847850867049-0-19","type":"videoSnippet","props":{"videoId":"4263138847850867049"},"curPage":0}],"filters":{},"serpFooter":{"linksGroups":[{"type":"geo","links":[{"label":"Columbus","title":"Columbus","url":"//yandex.com.tr/tune/geo/","logNode":{"name":"region"},"target":"_self","a11yLabel":"Bölgeniz Columbus","needRetpath":true}]},{"type":"help","links":[{"label":"Bize ulaşın","url":"https://yandex.com.tr/support/video/troubleshooting.html","logNode":{"name":"feedback"},"needRetpath":true},{"label":"Yardım","url":"https://yandex.com.tr/support/video/","logNode":{"name":"help"},"needRetpath":true}]},{"type":"settings","links":[{"label":"Ayarlar","url":"https://yandex.com.tr/tune/search/","target":"_self","logNode":{"name":"settings"},"needRetpath":true}]},{"type":"company","links":[{"label":"Şirket hakkında","url":"//yandex.com.tr/company/","logNode":{"name":"about"},"target":"_blank"},{"label":"Kullanım lisansı","url":"//yandex.com.tr/legal/termsofuse/","logNode":{"name":"license"},"target":"_blank"},{"label":"Gizlilik Politikası","url":"//yandex.com.tr/legal/confidential/","logNode":{"name":"confidential"},"target":"_blank"}],"a11yHidden":true}],"hasExtralinks":true},"currentPage":0,"prevPageToLoad":-1,"nextPageToLoad":1,"isTranslationsFilterEnabled":false,"isTranslationsDistributionEnabled":false,"isTranslationsDistributionOnboardingEnabled":false,"isFeedbackModalVisible":false,"viewerData":{},"prevention":{},"hasNextPage":true,"rightSerpItems":[{"type":"direct","id":"search-list-right","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"R-I-8843654-1","renderTo":"search-list-right-0-R-I-8843654-1","pageNumber":0,"grab":"dFRpcmVuZGF6IEFjYWRlbXkK","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","ui":"desktop","yuid":"4666468171752780857"}}},"isAdult":false,"position":0,"placement":"search-list-right"},"curPage":0}],"quasarData":{"title":""},"isAdultQuery":false,"errorList":[],"layout":"list","retpath":"https%3A%2F%2Fgs.yandex.com.tr%2Fvideo%2Fsearch%3FchannelId%3Dd3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%253D%253D%26how%3Dtm%26text%3DTirendaz%2BAcademy"},"main":{"_isInitial":true,"snippets":[],"serpFooter":{"linksGroups":[]},"isLoggedIn":false}},"internal":{"nonce":"2469453780332058737107","expFlags":{"video_depot_viewer":1,"video_instream_player_yaru_loader":1,"video_skeleton_doc_update":1,"velocity_delay_drawer":1,"video_instream_disable_hosts":"dzen.ru,ok.ru,vk.com,video.mail.ru","video_search_toggle_with_text":1,"video_single_vh_unmute":1,"video_update_d2d_after_clickout":1,"video_viewer_desktop_hide_tabs":1,"velocity_disable_suspense":1,"video_viewer_desktop_smart_layout":1,"dark_theme_desktop":"cookie","video_instream_player_config":{"vmapScenarioId":119,"category":2,"impId":7,"partnerId":2216089},"video_font_yandex_sans":1,"video_adv_new_show_rules":1,"video_resource_loader":1,"video_adv_config_desktop":{"before-player":{"regular":{"default":"R-I-2120168-1"}}},"video_nohost_full_filter_onboarding_enable":1,"video_skeleton_direct_under_player_update":1,"video_instream_player_config_porno":{"vmapScenarioId":119,"category":3,"impId":4,"partnerId":1988486},"video_vh_player_js":0,"video_dzc":1,"video_masthead_ratio":"180,4","video_searchdata_scheme":1,"video_adv_serp_right_fixed_screens":3,"video_single_vh_iframe":1,"velocity_delay_metrika":1,"video_viewer_desktop_visible_header":1,"video_partner_label":1,"video_direct_render_in_viewport":1,"video_skeleton_instream_update":1,"video_resource_loader_load_timeout":6000,"int_tr":1,"video_viewer_catch_sandbox_early_inits":1,"int_newstr_header_tab":1,"mmui_extended_escape_scheme":"searchdata.clips.0.authorname","spok":"id","video_search_grid_direct_repeat":6,"video_direct_config_desktop_search":"search-grid-row:R-I-48058-718:R-I-474674-109,search-grid-head:R-I-2120168-7","init_meta":{"ask-user-purchase-history":1,"use-src-videoquickp":1,"enable-begemot":1,"enable_masthead":1,"use-src-videop":1,"use-src-videoquickp_misspell":1,"enable_blackbox_multisession":1,"begemot-enable-cancelled-misspell-rtmr":1,"enable_video_iron_fetcher":1,"use-related-only":1,"ask-yandex-io-devices":1,"use-images-device-setup":1,"use-src-imagesp":1,"images-apphost-collections-front":1,"enable_aab_apphost":1,"graph-is-video-search":1,"use-src-imagesp_misspell":1,"use-src-imagesultrap":1,"use-video-apphost-pre-templates":1,"use-src-videop_misspell":1,"use-video-apphost-post-templates":1,"use-src-imagesquickp":1,"enable_video_carousels":"1","restrict-max-docs":"1000","use-images-region-setup":1,"use-post-auto2":1,"use-images-settings-setup":1,"use-src-ugc_favorites":1,"video_vitrina_disable":"0","use-images-user-setup":1,"use-video-pre-search-data":1,"begemot-no-suggest-history":1},"video_depot_viewer_masthead_ssr_only":1,"video_skeleton_direct_organic_update":1,"video_blender":1,"video_search_grid_enable":0,"video_depot_viewer_legacy_counters":1,"video_search_grid_direct_start":3,"video_instream_players_yaru_enable":1,"video_adv_new_show_rules_docs_count":1,"beauty_header_futuris_tab":9,"video_related_suggest_enable":1,"video_redirect_plug":2,"video_disable_serp_dzc":1,"video_direct_pos_id":"R-I-48058-73","dark_theme_desktop_default_pref":"system","video_search_toggle_enable":1,"video_viewer_desktop_blocks":1,"velocity_split_hydration":4,"video_duration_counter_new_format":1,"video_force_grid_on_premordie":1,"video_morda_header_nav":1,"video_nohost_full_filter":1,"video_baobab_blockstat":1,"video_thumb_poster_full":1,"video_scrollpages":2,"video_serp_desktop_block_design":1,"video_nohost_youtube_filter":0,"video_direct_pos":5,"video_direct_viewport_margin_desktop":700},"slots":["1296089,0,51;1307134,0,41;82358,0,20;1316372,0,77;1312827,0,58;1317678,0,86;1316054,0,16;1313997,0,69;1318069,0,78;1298357,0,81;1314777,0,52;1152684,0,56;1316114,0,10;1316909,0,10;1306128,0,59;1313819,0,66;1002672,0,93;1315701,0,75;1313684,0,26;9346,0,15;936723,0,4;1319415,0,58;1301739,0,88;1312446,0,52;1310760,0,8;1289810,0,82;1314476,0,7;1313091,0,33;1313583,0,71;1289139,0,48;658770,0,77;364898,0,77;1318913,0,50;124063,0,28;1308557,0,73;1319757,0,92;45963,0,11;1317591,0,85;1306686,0,58;1311973,0,94;1314142,0,57;1314943,0,98;1060666,0,88;151171,0,58;1281084,0,18;287509,0,22;1317685,0,24;1317850,0,44;1299587,0,92;927534,0,70;1288010,0,95;1313610,0,80"],"isYandexNet":false,"platform":"desktop","isEnLogo":true,"retpath":"https%3A%2F%2Fgs.yandex.com.tr%2Fvideo%2Fsearch%3FchannelId%3Dd3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%253D%253D%26how%3Dtm%26text%3DTirendaz%2BAcademy","mordaUrl":"//yandex.com.tr/","videoSearchUrl":"https://gs.yandex.com.tr/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","settingsUrl":"https://yandex.com.tr/tune/search/","helpUrl":"https://yandex.com.tr/support/video/","legalUrl":"//legal.yandex.com.tr/termsofuse/","feedbackUrl":"https://yandex.com.tr/support/video/troubleshooting.html","basename":"/video","currentPageName":"search","isYandexApp":false,"isYandexAppAndroid":false,"isYandexAppIos":false,"isAnyYaBro":false,"isAndroid":false,"isHamster":false,"serpid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","backUrl":"//ya.ru","url":"https://gs.yandex.com.tr/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","isIntegrationTest":false,"isEndToEndTest":false,"shouldDropLogs":false,"seo":{"title":"Tirendaz Academy: 1 bin video Yandex'te bulundu","description":"\"Tirendaz Academy\" sorgusu için arama sonuçları Yandex'te","shareTitle":"Tirendaz Academy — Yandex video arama","keywords":"yandex video, video araması, çevrimiçi izle, dizi, film, müzik klipleri","hasPorno":0},"isEmbedded":false,"isPumpkin":false,"quasarCsrfToken":"y792e1cbe692458dbb57ba15da1fea31e","reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"1296089,1307134,82358,1316372,1312827,1317678,1316054,1313997,1318069,1298357,1314777,1152684,1316114,1316909,1306128,1313819,1002672,1315701,1313684,9346,936723,1319415,1301739,1312446,1310760,1289810,1314476,1313091,1313583,1289139,658770,364898,1318913,124063,1308557,1319757,45963,1317591,1306686,1311973,1314142,1314943,1060666,151171,1281084,287509,1317685,1317850,1299587,927534,1288010,1313610","queryText":"Tirendaz Academy","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","userRegionName":"","userRegionId":"function() {\n return this._region.id;\n }","yandexuid":"4666468171752780857","uid":"0","isChildAccount":false}},"userTestids":"191768,238743,246500,253288,265553,270072,277807,274239,294077,278842,299121,313103,331010,338398,378416,359879,415420,644350,652605,645301,679708,689693,690449,696466,696473,722746,740796,776165,771230,781521,790415,801982,851450,886706,883477,900639,931367,937268,969063,935488,945314,989988,982463,991363,990185,1015567,1011895,1035320,1033956,1035241,1036046,1087297,1089355,1060131,1099741,1071879,1078818,1077703,1116602,1045814,1131637,1144233,1151726,1152703,1156933,1174275,1173000,1167408,1202006,1194718,1221235,1228280,1239596,1227266,1226860,1279793,1279825,1246754,1277457,1281110,1276447,1289213,1288208,1316794,1316370,1313283,1299604,1296089,82358,1298357,1002672,1315701,1313684,9346,124063,1308557,45963","regionId":20815,"isYaRu":false,"shouldUnmountSearchPageInViewer":false,"videoGlobalContext":{"platform":"desktop","isPumpkin":false,"language":"tr","user_time":{"epoch":"1752780861","tz":"America/Louisville","to_iso":"2025-07-17T15:34:21-0400","__is_plain":1},"isQuasarEnabled":false,"isHermione":false,"shouldStubImages":true,"enableVideoPreviewInHermione":false,"reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","tld":"com.tr","isEmbedded":false,"shouldDailyClickoutDzenInSerp":false,"shouldDailyClickoutDzenInViewer":true,"shouldDisableWebp":false,"removeLinkPrefix":"/video","shouldUseHighresPreview":true,"shouldCutSnippetTitle":true,"shouldShowPlusBadge":true,"reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"1296089,1307134,82358,1316372,1312827,1317678,1316054,1313997,1318069,1298357,1314777,1152684,1316114,1316909,1306128,1313819,1002672,1315701,1313684,9346,936723,1319415,1301739,1312446,1310760,1289810,1314476,1313091,1313583,1289139,658770,364898,1318913,124063,1308557,1319757,45963,1317591,1306686,1311973,1314142,1314943,1060666,151171,1281084,287509,1317685,1317850,1299587,927534,1288010,1313610","queryText":"Tirendaz Academy","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","userRegionName":"","userRegionId":"function() {\n return this._region.id;\n }","yandexuid":"4666468171752780857","uid":"0","isChildAccount":false}},"deviceDetect":{"OSFamily":"Unknown","isTV":0,"x64":0,"GoogleToolBarVersion":"","MultiTouch":0,"BrowserBase":"","YandexBarVersion":"","isTablet":0,"YandexBar":0,"hasWebOmni":0,"isTouch":0,"hasYandexCamera":0,"isMobile":0,"DeviceKeyboard":"","device":"desktop","TurboAppPlatformVersion":"","historySupport":0,"BrowserShellVersion":"","DeviceVendor":"","isBrowser":0,"hasFlash":0,"MailRuSputnikVersion":"","isSameSiteSupported":0,"BrowserBaseVersion":"","BrowserVersionRaw":"","hasWebVert":0,"DeviceId":"","error":"","MailRuAgent":0,"ScreenWidth":0,"inAppBrowser":0,"hasHTML5":0,"isEmulator":0,"J2ME":0,"MailRuAgentVersion":"","BrowserEngineVersionRaw":"537.36","isRobot":1,"__is_plain":1,"BrowserEngineVersion":"0537.0036","BrowserName":"Unknown","DeviceModel":"","BrowserEngine":"WebKit","DeviceName":"","OSVersionRaw":"","OSName":"","GoogleToolBar":0,"ScreenSize":"","isTurboApp":0,"MailRuSputnik":0,"YaBuildName":"","isWAP":0,"PreferMobile":0,"DesktopMode":0,"BrowserVersion":"","BitsPerPixel":0,"BrowserShell":"","YaGUI":"","isBeta":0,"OSVersion":"","ScreenHeight":0},"nonce":"2469453780332058737107","disableDoc2DocHostLink":true,"shouldHideChannelLink":true,"enableSlowBufferingAlert":false,"enableSlowBufferingAlertDedup":false,"userConnectionRtt":158,"visibleHeader":true,"hideTabs":true,"animated":false,"isServiceLikeViewer":false,"isDoc2DocScrollFix":false,"smartDesktopLayout":true,"isAdvDisabled":false,"shouldShowVideoPlaylistPane":false,"isVideoTranslationSupported":false,"isSummaryDisabled":false,"isPlainHeader":false,"shouldRenderBroSummaryApiContainer":false,"shouldDropLogs":false,"shouldUseBeacon":false,"hasAdBlock":false,"isVerificationMarkDisabled":false,"shouldPlayNonStopForExternal":false,"forceSlowBufferingAlert":false},"shouldShowAdvId":false,"isAdultQuery":false,"classQueryIsPornoWebScore":0.001407959615,"showSensitive":false,"shouldReplaceHref":false},"user":{"tld":"com.tr","isEuDomain":false,"login":"","passportId":"","isLoggedIn":false,"locationName":"Columbus","isFamily":false,"yandexuid":"4666468171752780857","ugcCsrfToken":"","family":1,"isChild":false},"config":{"skinMode":"system","skin":"light","version":"releases/frontend/video/v1.1630.0#d58d512266fc1c56bc0da8c132e0d78eabd2e972","isGridSupported":false,"advConfig":{"under-player":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"under-player-lite":{"regular":{"default":"R-I-48058-728"},"adult":{"default":"R-I-474674-103"}},"under-player-old":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"video-list":{"regular":{"default":"R-I-48058-708","mail":"R-A-13411721-2"},"adult":{"default":"R-I-474674-101","mail":"R-A-13426421-2"}},"search-list":{"regular":{"default":"R-I-48058-715","mail":"R-A-13411721-3"},"adult":{"default":"R-I-474674-108","mail":"R-A-13426421-3"}},"search-grid-row":{"regular":{"default":"R-I-48058-718","mail":"R-A-13411721-4"},"adult":{"default":"R-I-474674-109","mail":"R-A-13426421-4"}},"search-grid-head":{"regular":{"default":"R-I-2120168-7"}},"search-list-right":{"regular":{"default":"R-I-8843654-1"}},"before-player-old":{"regular":{"default":"R-I-2120168-1"}},"before-player":{"regular":{"default":"R-I-2120168-1"}}},"isSkinInitedOnClient":false},"counters":{"params":{"useBeacon":false,"clickHost":"gs.yandex.com.tr/clck","pid":197},"dict":{"viewer":"2921","user":"538","info":"1275","sources":"1500","select":"775","close":"486","open":"842","source":"186","link":"513","click":"882","tech":"690","player":"1242","change":"719","summary":"3410","init":"1309","item":"22","button":"440","shown":"3780","copy":"1276","text":"232","load":"1724","fallback":"2010","channel":"1345","hide":"1656","serp":"471","pager":"405","down":"601","up":"600","footer":"295","more":"75","page":"143","loaded":"1007","grid":"3223","support":"2458","client":"2989","layout":"54","list":"436","duration":"2136","within":"3247","on":"10","off":"11","host":"3052","supported":"3761","enable":"2396","disable":"2395","full":"318","video":"231","translation":"347","distrib":"316","onboarding":"2045","filters":"618","lang":"1144","advanced":"255","apply":"2461","reset":"3236","short":"142","toggle":"237","snippet":"254","icon":"1167","abuse":"1436","submit":"297","wizard":"358","incut":"1073","out":"3218","popup":"1544","scroll":"768","show":"487","retry":"3545","feedback":"296","region":"287","help":"177","settings":"1137","recommendations":"2671","home":"1319","soo":"65","youtube":"624","google":"66","bing":"568"}},"clips":{"items":{"8658883892237655029":{"videoId":"8658883892237655029","docid":"34-8-5-Z38B11CDDF96A058E","description":"How to create an AI app for free.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/758813/081a6501ea6b1eff3fc7e77fcdb0125e/564x318_1"},"target":"_self","position":"0","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"Build your chatbot with Ollama, LangChain and Streamlit","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=ADSCdSGvpn0\",\"src\":\"serp\",\"rvb\":\"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_E9AHggQkAYAEKyqLARABGniB7gX8BQH_APIKBQEDA_4BFgL88vUCAgD6_gH5BAP_AAUEAQr7AQAA-gUKAwkAAAABDQEB_v0BABb6AgwDAAAAF_gPCf0AAAD7CQsM_gEAAAf6__76AQABDvQG9_8AAAD7GPz5AP8AAP0B8_EBAAAAAPD6DQAAAAAgAC1qLM87OBNACUhOUAIqcxAAGmAgCQAm8vHf5Agi8TQJ7xH6_xns4cQd_x8MAOIsEf44Edyr-wn_NwAlALUAAAD8CTcxNAD9XDjo9AP59i-13OUnCH8Q9SUcJhIL7fIZCAct1fTxSkMAzfsd5xXjHTAdCfMgAC3GLDs7OBNACUhvUAIwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=ADSCdSGvpn0","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["8658883892237655029"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"16700486464555000171":{"videoId":"16700486464555000171","docid":"34-2-7-ZFBA0884519862F1B","description":"Merhaba, bu videoda Java, yapay zeka geliştirmede Python'ı geride bırakabilir mi sorusunu inceleyeceğiz. 🚀 Udemy Kurslarımız: TensorFlow ile Yapay Zeka 👉 https://bit.ly/TensorFlow-ile-Derin-O.....","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1773555/0806774dd35f0c1eff176ac5859f3327/564x318_1"},"target":"_self","position":"1","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"Java Yapay Zeka Geliştirmede Python'ı Geride Bırakabilir Mi?","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Lo1DnNzwSxI\",\"src\":\"serp\",\"rvb\":\"ErEDChM4NjU4ODgzODkyMjM3NjU1MDI5ChQxNjcwMDQ4NjQ2NDU1NTAwMDE3MQoUMTEyNjQ3NjcxNjEzMjYxOTM4NjAKFDE1MzM0MjU4NjU5NjIzOTI3ODM2ChQxNTI1OTE0MDM4MTYyNDkxNjI4NAoTNDMyODIxMjQ2Mjg2NzI3MTYxOQoTMzUyMjc1NTI0MjE4NzczOTI2OAoUMTI4NDkxNjM3MzYyMjAzMjU3MDUKFDExODU0NDU0NDEzMzY0ODAzNTQ2ChQxMzE1NDExNzQxMzU1Mjg0MTg2NgoTNjgzODY4MDQ4MzM2NzkyNzg4MgoTNTY2NjkxODM2NDg2ODM4NTMzMgoUMTMzMzM2MzM0MzI3MzkwMTYyNzIKFDExNDUwMzI2MTAzNzk5NTQwNjE5ChM5ODM4OTc2MTU0NTc3MjgyMzkyChQxMTIyMDgzNTQ3NjIzODc0ODEyOAoUMTI2OTUzMzEwMzAyMDE3MjUwNjMKEzQyNjMxMzg4NDc4NTA4NjcwNDkKFDEzNTUyNzIxMDYxOTg0ODMyMzIxChQxMjg3NzY0MzkxMzQ4MzA4MzQ0NhoWChQxNjcwMDQ4NjQ2NDU1NTAwMDE3MVoUMTY3MDA0ODY0NjQ1NTUwMDAxNzFq2QISATAYACJFGjEACipoaGZxZmltbWNkaGZuaWNkaGhVQ3pINzNYSlJnSzJFUTdDT25HOERreUESAgASKhDCDw8aDz8TgAOCBCQBgAQrKosBEAEaeIEG-_r-AAAA9vT7AvkE_wED-A0B-f7-AOYO_fgI_QEA_fv9_AcAAAAE9wgEAAAAAPX8CQz0_wEAEQcBDPUAAAAOAfQP_QAAAP0RAQ_-AQAAFgP6AQP_AAAP_gEIAAAAAAIC9xD_AAAA_wX2AwAAAAD78vv5AAAAACAALZbd1Ds4E0AJSE5QAipzEAAaYB8JAEwTESHW3dzM8wQZBdn_Gybpvwn_OvAAzSDS9hDy2cAMJgAiLfkxsAAAAET5zuQzAPZqHe_4_uED-oHe5_odcu8EH9PuItvI6R9BGgbz8DtAIACzAe_xIdn3HPr_AyAALTzhKjs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=Lo1DnNzwSxI","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["16700486464555000171"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"11264767161326193860":{"videoId":"11264767161326193860","docid":"34-2-8-Z89F8B2D22F0657DA","description":"Merhaba, bu videoda yapay zeka & veri bilimi için Python TensorFlow ile CNN mimarisini anlattım ve örnek uygulama yaptım. 🚀 Udemy Kurslarımız: TensorFlow ile Yapay Zeka 👉...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3436439/8d3a3702ef5011ed27309a2b7a60d1f3/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/OoLNSgIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"2","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"Evrişimli Sinir Ağları (CNN) Mimarisi TensorFlow ile Derin Öğrenme","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=4rgnwzhRnh8\",\"src\":\"serp\",\"rvb\":\"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_BAABBPsA6Pz__xUA_wD-BwUACv3-APH6_PsHAf8A8AIQ-gcAAAAA-wEPBgAAAPbx_Qr3_wEAFwTzAPQAAAAQ-vz09QAAAPYQ7QH_AQAA_wX7_wP_AAAgAwj6_wAAAAcQAA_-AAAABQIICQAAAAAC5_UDAQAAACAALZpcxjs4E0AJSE5QAiqEAhAAGvABfx4eAM_N4wHWE9oA6vDvAsHdJwAy9vkBwARBAdTt0gD2Le4B9w0eAO_4__-IyhMA1evX_xUI8f8c_gcAGA0CAPpNJwEJAgQCPO0JAOr_Bv_3-S__9-IUAADwEAAIDuv-Jx8jACUG4wD-4sQAEf5GASYF7AYt2-35vBoAAPfuJgMBIvQGDuoZCQkN8P77GfUIDxTW_hMPzPz1UP0AJdYm9ubj_wctAuICTdrpAPgLFvn4yBsAFBTh9K8cEAAcS-0E_ecJ8gfH__YXPAcDH8vwBfysBgj0NfEDw_rz9FT4_Pfk6wwAkyr1BO00AAwg4fn8IAAtak0EOzgTQAlIYVACKs8HEAAawAcHB9u-eQOMPMpnMTpV2fc8ElXTPPgwIL3D46G9cBtXvFfu4DzToxk-qDZ4PWEJ97pZwFS-BIyMOSrP1zydRoI-fxZLvL4SyLxi2Sy-cgKqO8NkCr23siS-KRXDPETQYrzC9oO9hrzvPKehfDyrTaI9VNwdvQl2Er3OWVo9DasYPTwa4rwB3gI-LOodvWhEhLwp6KY9PS-Avf8_Lj0vUf09sQVgup-rrbxvZ7q8eMIhPWIs9Du6Z629QVIavZnZQjz5HuQ8e2FXvMTpJLz0YQe9ww2IvS6dhTz6fT-9GpQfPcYFZDo89449QgUsvS5amzy7KsA9pmwnPfJlfTyAE2W9yIxWOn_9qzx6hyA9OeyDPUJFmLl8mtO9saImPX1esbxq8Ii9-N9KPU-8OTylaCU-2PinvE5Iljk-6Fk8uyCMvZMQtjxtXgs9iU16PRBiITu_Wlo8eRfJPcNQAbxWR249f-h4PasTxrxVyYa9AonBvLxGJrx3ah6-m3ltvfIZO7uPVP89XRjpvfVQNrzdzj4-30uGvZe2brx_72A9iK2PvaHJFTyg86Q8Xx4XPTCz-LoTygw9mCSFvJhCsbsfFpW9KVmOPPM05LrfrhE8TKnrvb3d1DssvTG9-ow1Pe0IrzqoJ-I8mUO3PE7nEjw4BB09aClUvVaFwLuZNtK8vFrOvRicLzr8hSM9bFeNPA9iCDuap0Q9nBhSvT7-GLvVlQ8-1OxGveVHGbnR1ZG99TasvCIn4TpAaag7k3HsPRJEOrnpDfc8gC6FvZJN3bnVk3k8axaePEknWDl9sdc9LqCCO7_aELlu0wk9Zy5LPKGjvjacDpm9FS61PTT1Hrnovtw9rpGuPA8bHDnAewe9J3iEvWLmLztrHsG9xK6ivVn4IjjyCfq7eBeOvR_VCrk2vOo86OyePamjxrjiJVW77oI5ujj4CLgPDQs9tZVNvOThqLgJLKW99lF8PIZZGDhTjFg9BLSDPbhJ3zgRHsi7kX1QPe8djDbbm7k9Xg7gPGZUHDiiCKk9PFDnPcSN9jgGnCW8jGrRvfpT9zelJeA8QbH6PEA707hDfry9m0ZJvHhLyDc3Wy89MmgyvbwOADimXIY9w5v1PDnBpLem79W9LFPAOz34Ijjzz7c9-01SPcQsIrkZm2y9iYTlvLRKzjde9IU9UFIgvay0_zfpTFI7oo2NvR_pXDfsA707fNQPvhf63Lgi_-w9NSkFPvN-W7g8Kfq7VSptPeAyjbhNNCM7WiDLPHQdBra9QB-9650bvINQODcgADgTQAlIbVABKnMQABpgLvIAUQssy_ITBP7o6ScQ1d7HzQC-L__31v-rK-b6-RDoyAUPAEECHw-gAAAAIc3i5xMAAHre6R7-4SX6lJ8LE_h4CRlDye0p7dvdGPlLCP4FFAREAOLToy4k24EVGgQHIAAtOY0XOzgTQAlIb1ACMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=4rgnwzhRnh8","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["11264767161326193860"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"15334258659623927836":{"videoId":"15334258659623927836","docid":"34-10-16-Z48969DF777764EEB","description":"Bu dersimizde LangChain ile büyük dil modelleri nasıl çalışılır göreceğiz. Model olarak OpenAI'ın Chat modelini ve HuggingFace'in modellerini kullanacağız. Dersin sonunda büyük dil modelle...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2436394/85f860e29d7922c46da1bb32d4efed63/564x318_1"},"target":"_self","position":"3","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"LangChain: Models | Python ile Üretken Yapay Zeka - 3","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=1nplHeGQFBM\",\"src\":\"serp\",\"rvb\":\"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_wIAEAAQAAIH_wEIAwkJ-P__APEDCPIDAQAA9RMHA_8AAAAMBfsDAgAAAPby_Qn3_wEAHgD3DAIAAAAZAv0A9wAAAPIBCfz_AQAAAgH6CfkBAAARBfb9AAAAAPwIAQH8_wAA_Q_0AgAAAAD58QIGAAAAACAALdl91js4E0AJSE5QAipzEAAaYDAFACwU7-_O-Tbi9_4BA-zzIertyhD_GOoAzBkdCygC87IJDf8k-AQQvwAAABf48wEIAPZSCOARCef-EvTI7P4CfxYJEycOBQGu4BsJFRwa5yomUgDjCfz3N7wNNAAk9SAALQwQSjs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=1nplHeGQFBM","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["15334258659623927836"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"15259140381624916284":{"videoId":"15259140381624916284","docid":"34-6-0-ZB5BE1DE091BAB0FE","description":"Bu videoda LangChain projeleri yapmak için gerekli çalışma ortamını kuracağız. Python ile Derin Öğrenme 🔥 Yapay Zeka... ▶ HuggingFace ile NLP: • Hugging Face ile Doğal Dil İşleme 🔥 P...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/934447/bf8061f25b1a65a6f02fc184be53b403/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/ZDk2SQIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"5","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=videoid:15259140381624916284","teaser":[{"list":{"type":"unordered","items":["Bu video, bir eğitim içeriği olup, izleyicilere Langchain framework'ü kullanarak projeler yazmak için gerekli çalışma ortamının nasıl kurulacağını adım adım göstermektedir.","Video, önceki derste Langchain'e giriş yapıldığını belirterek başlıyor ve bu derste çalışma ortamının kurulumunu anlatıyor. İçerikte Windows'ta klasör oluşturma, VS Code editörü açma, Anakonda sanal ortamı kurma, gerekli kütüphaneleri yükleme ve ortam değişkenlerini ayarlama konuları ele alınıyor. Ayrıca, OpenAI API key'inin ortam değişkeni olarak nasıl ayarlanacağı ve GitHub'a gönderirken API anahtarlarını gizlemek için Git Ignore dosyası oluşturma da gösteriliyor.","Video, \"do-env\" kütüphanesinin import edilmesi, os modülü ile API key'inin ekrana yazdırılması ve manuel olarak API key'inin nasıl ayarlanacağı gibi teknik detayları da içermektedir. Gelecek derste Leng Chain ile çalışmaya başlanacağı belirtilmektedir."]},"endTime":806,"title":"Langchain Projesi İçin Çalışma Ortamı Kurulumu ve OpenAI API Key Ayarlama","beginTime":0}],"fullResult":[{"index":0,"title":"Çalışma Ortamı Kurulumu","list":{"type":"unordered","items":["Geçen derste Langchain'e giriş yapılmış ve bu derste kodlar yazmak için çalışma ortamı kurulacak.","Windows'ta komut satırından \"mkdir\" komutu ile \"langchain for gene a\" adında bir klasör oluşturulabilir.","Klasöre \"cd langchain for gene a\" komutu ile giriş yapılabilir ve VS Code gibi bir editör ile kod yazılabilir."]},"beginTime":0,"endTime":87,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=0&ask_summarization=1"},{"index":1,"title":"Sanal Ortam Kurulumu","list":{"type":"unordered","items":["Sanal ortam, projelerdeki kütüphaneleri yönetmeyi ve farklı projelerdeki kütüphanelerin çakışmasını önler.","Anakonda, özellikle veri bilimi projeleri için geliştirilmiş bir platformdur ve paket yöneticisi Konda ile çalışır.","Sanal ortam oluşturmak için terminalde \"conda create -n langchain\" komutu kullanılır ve aktif hale getirmek için \"conda activate langchain\" komutu kullanılır."]},"beginTime":87,"endTime":224,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=87&ask_summarization=1"},{"index":2,"title":"Kütüphane Yükleme","list":{"type":"unordered","items":["Kullanılacak kütüphaneleri ve versiyonlarını belirtmek için \"requirements.txt\" dosyası oluşturulur.","Langchain, Langchain Core ve Langchain Open AI kütüphanelerinin son versiyonları pyp.org sitesinden alınabilir.","\"pip install -r requirements.txt\" komutu ile kütüphaneler yüklenir ve \"conda list\" komutu ile yüklenen kütüphaneler görüntülenebilir."]},"beginTime":224,"endTime":462,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=224&ask_summarization=1"},{"index":3,"title":"Ortam Değişkenleri Ayarlama","list":{"type":"unordered","items":["Open AI veya Hugging Face gibi üçüncü parti kütüphanelerle çalışırken API key'leri çalışma ortamına alınmalıdır.","Ortam değişkenlerini ayarlamak için \"env\" dosyası oluşturulur ve içine API key'i yazılır.","GitHub'a gönderirken API key'ini korumak için \"gitignore\" dosyası oluşturulabilir."]},"beginTime":462,"endTime":618,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=462&ask_summarization=1"},{"index":4,"title":"Notebook Kullanımı","list":{"type":"unordered","items":["VS Code içinde notebook kullanmak için \"langchain.nb\" adında bir dosya oluşturulur.","Notebook için sanal ortam seçilebilir.","Ortam değişkenlerini yüklemek için \"os.environ.load_env()\" metodu kullanılabilir."]},"beginTime":618,"endTime":660,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=618&ask_summarization=1"},{"index":5,"title":"Open AI API Key'ini Ortam Değişkenine Aktarma","list":{"type":"unordered","items":["Do-env kütüphanesini import ederek \"load_env\" metodunu kullanarak Open AI API key'ini ortam değişkenine aktarabiliriz.","\"load_env\" metodu çalıştırıldığında gerekli paketlerin yüklenmesi gerektiği belirtilir ve \"install\" komutu ile paketler yüklenir.","Bu işlem sonucunda env içerisindeki Open AI anahtarımız notebook'a aktarılır ve Open AI otomatik olarak bu API'yi tanır."]},"beginTime":664,"endTime":704,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=664&ask_summarization=1"},{"index":6,"title":"API Key'ini Ekrana Yazdırma","list":{"type":"unordered","items":["API key'i os modülü ile ekrana yazdırılabilir: \"import os\" ve \"os.getenv('open_ai_api_key')\" komutları kullanılır.","API key'i kesinlikle kimseyle paylaşılmamalıdır, bu nedenle gösterim amaçlı ekrana yazdırıldıktan sonra silinmelidir.","Manuel olarak API key'i yüklemek için os modülündeki \"environ\" metodu kullanılabilir: \"os.environ['open_ai_api_key'] = 'API_KEY'\" şeklinde."]},"beginTime":704,"endTime":785,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=704&ask_summarization=1"},{"index":7,"title":"Dersin Özeti","list":{"type":"unordered","items":["Bu derste çalışma ortamı ayarlandı, kullanılacak kütüphaneler yüklendi ve Open AI API key'i ortam değişkeni olarak çalışma ortamına yüklendi.","Artık Leng Chain ile çalışmak için her şey hazır.","Gelecek derste Leng Chain'in mutfağına girilecek ve kod yazarak çalışılacaktır."]},"beginTime":785,"endTime":804,"href":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=785&ask_summarization=1"}],"linkTemplate":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"LangChain: Çalışma Ortamının Kurulumu | Python ile Üretken Yapay Zeka - 2","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=T1ENn59Ow3I\",\"src\":\"serp\",\"rvb\":\"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_QIBCv4J9v79AOvtBfwIAAAA9AcHAQEAAAATBQAJ9wAAAAQB-Abw_QEAK_z1_QEAAAAZ-AAO9wAAAOv-Bgb_AQAAEQ74AgP_AAAcAPAI_wAAAAUABwv6_wAABgzsCwAAAAD74gv-AAAAACAALVfouTs4E0AJSE5QAiqEAhAAGvABYcjw_f4SGwLLBQAA6gzYAYHh_f89HuIAC9PpAMPk9QDj9vMA1-fjAcLhCf-77BYA1RDbAF0VFf___BMABwAVADcD8QAUD_oBN-PvAP8NAP4iQhT_PB8mACf2_QD79N79BQT-_xrU5AKq5QcDAicUAe4KGAUxH-QCxPYnAQ0qC_vnDw4E7QP-BL0C1_scxxgCIyHG_gYL5ADmBPIBDxYHBQAAAPxG2uUA7QkrBAvvAwTq-_f7GR8SAfziDQQLHgn7Cwf9-_Qg3PrlGev1AhgF_QAcDvvM9fgPGwHz9Pf9BQkFBxb64xMJ9PgN-vwpCfwCIAAtFAUbOzgTQAlIYVACKs8HEAAawAd6UeO-b1EguoUyQzyjUzy99MgbvOtNMbwjE_C91y0nPff9QLwbEBE-0lRPvPSFFT0bZKK--BoivZVXWL0tCVA-1PhgPOZkGD32KQc8riAXvdS0EL0VHE6-rE3IPDWXHzuPMjc675w8vfhxtDzeyy0-sFIFvNjk3zvE7tu9B4MlO2YVFTys-gE9qJulvWVB-jtA3js-0-OiPeuaf7xGWMk9vH6MvUU7ODuPUPO99VGhvDCVI73Szo-95ymhvBDf8LtIuxk8v0oZPRw48byqgea9AisHvtJiXzzBZV88LdOOO3eU1Dz9iN-9KMnEPM_sALtMxYY8MjoAPb-JVzw_byq9UU50PRFIMru9Mz89BITeO5LvLby5Ka-8HQaQu4PvJz3285G9K_6KvDriGDo9Jlc9dxGmPCO2AD3EEDQ9BF7eO2f_TTyjzTE-bLMxvMh4ubyPri08gjuQvMAfozyyy4E8agSBPckMiry7fGu9g8NmPCB7nDukLI09nRwVvHlskTsY64s9BVklvd5UZjsNeXc6v8BiPQTQIryZIX-9ecrNu0XahrzRx987M92rPJdDAbw-Qoi9GVXGvKWuCDzxbpu9ycuavV5tAbyxKQE9K3KjvLYiezyo4gS7CVkXupYyOjyva5o9ypKUvNki6bsYFee8WyOivTiK5ruaNNc88lYjPGin0TuGvdy7zGSTvE1Rqjuwhao9drYxvVE-OzpIqNk8L3WIuw-UADvPBJQ8NHqPvSeZCLo04S29ynQFvD20oTmZtA49_7MGvv9MbznkeG-9QgkTPfoi3rizcvm8s22ivQYNsDg_Y1C97e17vQ_KOLdEb8y87GeWvZvM6jhIfaO9Im3jPETh3jZEqai93naAO7Mmrjk855081k8DvCgKRLnJdyQ9nmCPvcAzwrgsoKu8C3vaPaKiQbkiIms9naSUvagXJLfygI0955JFPfntrLn5gGU84g5KvSPAqjhVo9e9AMkEvpdXiDlXQhY8huqBPEQDsjjHCiO98wEhvU2N7TZy6wW8hj4zvUGSBjgS0be7DP2IvVBl-jfW7By9UInQPJyqXThr8em9edYkvO4vYDaaEv-8vbImvRW6x7f0wRK-8OvRvPjeCbhXwgO8AAiOPIzimjhC9P88O8uHvGYRz7iGC688QyY0vVrcUbiqTmI8yuG0u76QNzgMkv49fZIbvRwZgjjO97g8VGSdu9c_ibiK3ci8WrCevK9SLLi1z7m9skGLPALBP7joVbO9FiTsPM24ITha0U07DDe1vY7yhLggADgTQAlIbVABKnMQABpgT_IATO7x37feVcoZ8gX_zt8A_wWsH_8fxv_OICYKH_jTnhgj_0wAExubAAAAVPPKLfAA8n8BwzcJpCTzsfLu9fFyDuIf4Ab-8JG8UOz8KPvWOy9QAO3g4upI09tRDx_3IAAtVUkNOzgTQAlIb1ACMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=T1ENn59Ow3I","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["15259140381624916284"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"4328212462867271619":{"videoId":"4328212462867271619","docid":"34-9-9-Z5E9F0A1A67D893AB","description":"ile Makine Öğrenmesi Dersleri ▶ Derin öğrenme dersleri: • Python ile Derin Öğrenme 🔥 Yapay Zeka Ders... ▶ HuggingFace ile NLP: • Hugging Face ile Doğal Dil İşleme 🔥 Python... ▶ TensorFlow ile...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/471039/29cf09c70862a67b7339fe32cf32f3c2/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/BfCPRAIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"6","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"Generative AI için LangChain | Python ile Üretken Yapay Zeka - 1","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=xd8b8-nLIpg\",\"src\":\"serp\",\"rvb\":\"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_E9YBggQkAYAEKyqLARABGniB9g0ZBgn2AP4MCQEFBv0CDv76CvX__wDj8BH3BP0BAPoO-wf4AQAACwkHEwEAAAAB9AEF8_0BABkF8gDzAAAAHgL9APYAAAACEwAF_gEAABAO-_vxBAACHRDzBv8AAAD_FP4D_v8AAP8G9AMAAAAA-O8R-gAAAAAgAC3QA7Y7OBNACUhOUAIqhAIQABrwAX_z5_7vFA0Dv_EwAA0UAQCX2B__Vv3sAOMOAgC5IO4AvvT1AczWAAC0DiwA_yBCAccj8v9f7kQCxhYC_xTu_wAg8fAAUOEOAgUNDQL7-_7_HQXr_ydC7wAO5yIBPiPVAB3eBP7w69T-0_n-AAXvAQIaI_0GDh8UAb8RJgIdAwX75g8PBPkt-AENERX5Ju0MCCIT8f_3794E_APgAu8DOQPuAPf6DdcFAAEM-_744v8D_Onp-CQ3FQH24uEEETgYAsfk__4GC-4HISjn-w0P4_cAHQ_7yfT3DyXnCQ0C9f37DhwF7tHxBvXcNAACHiD6ByAALXRxEjs4E0AJSGFQAirPBxAAGsAHLCvNvsgw3Tq9SDK9o1M8vfTIG7zrTTG8--c5vmLCQzz7rd28CJFsPranFTqChw49-MGBvn_o-LxEaU89OxlsPq4M6jyCjCU8OT9qvEl7SL3hE2G9_FQlvjHZLrwHc-Y3vHkaPgMiKb02Jyo9199yPgdfGL38aSg9ArVdvV96Gz3TsC69M2zEPR8CXb3a7oy46iMwPsPeGr3pHkC7aRkZPr1fO71lF-87HHhlvoiulbytyvi7lWYOvSmdo7xE2zE8ggLvPL_vH73esEg77tAwvVh6iLyLKs-7VMNePf9x5zye7hw9QQsJPb7sSD0RSqm8DvUavM0Iaj1r-bu7AWwgPTnRDj1sCoG7yjDTPH_3Dr3IzbA8_Ouuu-4eZT2IA7I8avCIvfjfSj1PvDk8wHVqvHQTq7w0XBu5a3Otu1zjOD0DnSS8ujACPma9mLzMPrS8mNp3vP019DyUHMs8rTPePSrm47lshPa7UEE0vWBht7wp5Zo8ImWlPTE2Pr1o5zQ8LGe6PZH6BDziEGA8R6GmPeVLw7yRQ0Q8cqICvak8cLydLgs76xPKPAnmQzxuQqu8aGldvVqKGj0xr4a7w6qwvWXDOr3oJ8G7Y3XAPX1RDL1aZyI6mSnNPa0ImD3jQJW39-N7PRVQDb0QVgq8RYCTPE8wLT1t7bM76gMJvTsOw7l1Htc7RTG3u48Y3T1Nn3c6oZIpPUCgFDzjaok7mbcLvO7kF7xK9y07xUCyPA-byLyyVoe5mC6pvKOP-boxB3U53j0gPQI6Xb3k5sg55ETgvABajDt2dpC49oYxPDwT2r352x45hOCnPQFoObwH1Gy5Q_gBPSaX9byZCx669EWMPMzQuDx5oyU6r9MDvQgUWrttWR05PkKdveiqVL2Wh065eQ6bvTlGcr2GXf24jcF5PAX4jj1zLyK5UmZePP6uqb116F04xuChPcE4GL1S6UK5WB8vPeYqMb3SxcA4GviGvc9YSr0ucsW39EKLPJOc3TtnCj03ox-9vYBlJbt34hY4A8zhPPHejL0kShQ5Bvk0PAm8uLxdUcM3p22NPGjcRT3g9sa4NmIcvUKOwr3Ad7s3Wuq6vZmaFL7pW1K4xhftvZ4KGD1bqnq4sLIxPTb5tbs1wPM2bjIqvPxWqzzkKDi4xyOSPS8n8jzN-hg4iwg1vJYByrvQHEA3V7e0u6bYTL3NMbg3V8bQvDJ4Uz2ipJC3zbuQvWBbHz1PlHG4DgqPvdA6ArrFAii4PbrRPJr6bz16yBO1htlVvX4JCz2TYHA4IAA4E0AJSG1QASpzEAAaYFP7ADQN_efI8T_lDQEQ7er7FgX4tSD_FucA8xAbBBQC450TFf8qIA8mqwAAADbYxRznAP9o_cMu7NUSC77j_wXfa_76JOwiKP-ByCYLAvEE6RtFSQDq7NzvVNb3OQPyCSAALXgdJzs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=xd8b8-nLIpg","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["4328212462867271619"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null},"3522755242187739268":{"videoId":"3522755242187739268","docid":"34-6-16-Z83C058E05033BC61","description":"Bu dersimizde retrieval chain tekniğini adım adım ele alacağız. Bu teknik ile büyük dil modellerinin doğru cevaplar üretmesini sağlayacağız. Genellikle, dil modelleri spesifik alanlar ile ilgili...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2190415/1b3d146dbf78197d481375e3ba59a1e9/564x318_1"},"target":"_self","position":"7","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"LangChain: Retrieval Chain Tekniği | Python ile Üretken Yapay Zeka - 6","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Nhx18FoMrQY\",\"src\":\"serp\",\"rvb\":\"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_E_gIggQkAYAEKyqLARABGniB-AMIEAT7APQPBQL4BP8BBPgOAfj-_QD3-BH2AgT-APQHBgEBAAAAEf_7EQcAAAD6B_oH-v4AACAA9gwCAAAAEQf-CfYAAAADAAQD_gEAAP4QA_oC_wAADAT4BgAAAAABBvwH-P8AAfoC8g4AAAAA-vL7-AAAAAAgAC3zHMc7OBNACUhOUAIqcxAAGmAoCABAMen1ngFL2e8c4voIzwzg-7Lu_xLxANUgJSEpBgeiEx__JfoUC6sAAAAs884RCgD3bQ_HHwfbBhjn3_L4_X8EBBUrHScDtOYaERAQJt4mRXIAAQD7B0WcEisQP9ggAC2SwCA7OBNACUhvUAIwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=Nhx18FoMrQY","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3522755242187739268"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"12849163736220325705":{"videoId":"12849163736220325705","docid":"34-6-4-Z5F1BB72EFCC7689E","description":"Yapay Zeka Dersleri | ChatGPT Nasıl Kullanılır | GPT ile Para Kazanmak | DALL - E ile Resim Üretme | Robot Mühendisliği | Veri Bilimi Merhaba arkadaşlar, bu videoda yapay zeka trendleri hakkında...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/748975/17c3803654b2c039eda9ec4f059a7fbe/564x318_1"},"target":"_self","position":"8","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=videoid:12849163736220325705","teaser":[{"list":{"type":"unordered","items":["Bu video, bir konuşmacının yapay zeka konusunda bilgilendirici bir sunumunu içermektedir.","Video, yapay zekanın günlük hayattaki yeri ve önemi ile başlayıp, 2022 yılında piyasaya çıkan yapay zeka araçlarını (DALL-E 2, Stable Diffusion, MITJourney ve ChatGPT) detaylı olarak incelemektedir. Ardından GPT ailesinin gelişimi ele alınmakta, özellikle GPT-3'ün 2020'de piyasaya çıkışı ve 177 milyar parametresi ile yarattığı etki anlatılmaktadır. Son bölümde ise GPT-4'ün 175 trilyon parametresi, hem formal hem informal metinden anlayabilme ve üretme yeteneği gibi avantajları ve müşteri hizmetleri, içerik üretimi, kodlama ve video/3D model oluşturma gibi alanlardaki potansiyel uygulamaları açıklanmaktadır.","Video, GPT-4'ün yakında çıkacağı bilgisiyle sonlanmakta ve yapay zekanın yakın gelecekteki potansiyeli üzerine odaklanmaktadır."]},"endTime":884,"title":"Yapay Zeka ve GPT Ailesi Hakkında Bilgilendirici Video","beginTime":0}],"fullResult":[{"index":0,"title":"Yapay Zeka ve GPT'nin Gelişimi","list":{"type":"unordered","items":["ChatGPT gibi yapay zeka araçları herkesin konuştuğu ve günlük hayatına entegre olduğu bir teknoloji trendi haline gelmiştir.","Yapay zeka araçları henüz işleri ele geçiremez, ancak yakın gelecekte neler yapabileceğini tahmin edebiliriz.","Yapay zeka son on yılda çok hızlı gelişmiş, 2010'larda insan seviyesinde resim sınıflandırması için uğraşırken, 2017'de doğal dil işlemede tıkanıklık yaşanırken, şimdi yapay zekanın yazdığı metinler insanlar tarafından ayırt edilemiyor."]},"beginTime":0,"endTime":85,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=0&ask_summarization=1"},{"index":1,"title":"Yapay Zekanın Geleceği ve İş İmkanları","list":{"type":"unordered","items":["Yapay zeka yeni iş kapıları açacak, şirketler prompt mühendisleri aramaya başlamıştır.","Yapay zekayı yönlendirecek ve iletişim kuracak insanlar gereklidir.","Kendinizi geliştirmek ve yeni iş imkanlarını kaçırmamak için yapay zekayı takip etmenizde fayda vardır."]},"beginTime":85,"endTime":188,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=85&ask_summarization=1"},{"index":2,"title":"Yapay Zekanın Son Trendleri","list":{"type":"unordered","items":["2022 yapay zekanın altın yılı oldu; DALL-E, Stable Diffusion ve ChatGPT bu sene çıktı.","Yapay zeka finanstan sağlığa kadar her alanda kullanıldığı gibi artık günlük hayatımızın bir parçası oldu.","Yapay zekanın mutfağına girmeden, hiç bilmeyenler bile son zamanlarda geliştirilen araçlarla basit site oluşturma veya resim oluşturma gibi işlemler yapabilir."]},"beginTime":188,"endTime":241,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=188&ask_summarization=1"},{"index":3,"title":"DALL-E ve Stable Diffusion","list":{"type":"unordered","items":["Temmuz 2022'de Open AI, DALL-E'nin ikinci versiyonunu çıkardı ve Kasım ayında bu canavarı bir API olarak bütün geliştiricilerin kullanımını açtı.","Stable Diffusion, DALL-E'nin açık kaynak kodlu bir versiyonu olup, en son difüzyon modelidir.","Difüzyon modelleri görüntü oluşturmada kraldır; resme rastgele noise ekleyerek bozuyor, sonra bu bozunan resmi geriye döndürmeyi öğreniyor."]},"beginTime":241,"endTime":346,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=241&ask_summarization=1"},{"index":4,"title":"Resim Oluşturucu Araçlar","list":{"type":"unordered","items":["Ücretsiz Stable Diffusion oyun alanı ile bu modeli deneyebilirsiniz, prompt yazarak (yapay zekanın anlayacağı dil) resimler üretebilirsiniz.","Prompt mühendisliği günümüzün en sıcak çalışma alanlarından biridir.","MIT Journey, yapay zeka tabanlı bir art jeneratörü olup, Discord botu üzerinden çalışıyor ve ücretsiz hesap oluşturarak resimler oluşturabilirsiniz."]},"beginTime":346,"endTime":433,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=346&ask_summarization=1"},{"index":5,"title":"ChatGPT","list":{"type":"unordered","items":["ChatGPT, Open AI tarafından geliştirilen bir diyalog robotu olup, kodlama, makale ve şiir yazdırma gibi çeşitli işler yapabilir.","ChatGPT sadece beş günde bir milyon üyeye ulaşmış, Netflix'in üç buçuk yılda, Twitter'ın iki yılda bir milyon üyeye ulaşmasıyla kıyaslandığında inanılmaz bir hızla gelişmiştir.","ChatGPT GPT-3.5 üzerine inşa edilmiş, karşılıklı diyalog üzerine eğitilmiş, ancak anlık internete bağlı değil ve 2021 yılına kadar olan verilerle eğitilmiş durumdadır."]},"beginTime":433,"endTime":526,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=433&ask_summarization=1"},{"index":6,"title":"Yapay Zekanın Geleceği ve GPT-4","list":{"type":"unordered","items":["Yakında bu tip araçları daha çok göreceğimizi söylemek doğru değildir.","Bu araçları kullananlar işlerinde bir adım öne geçecek, akıllı kullanırsanız para kazandıracak harika projeler yapabilirsiniz.","Kimliği bu araçlar ile bir milyoner olabilirsiniz, her şey hayallerde başlar."]},"beginTime":526,"endTime":546,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=526&ask_summarization=1"},{"index":7,"title":"GPT Ailesi Tanıtımı","list":{"type":"unordered","items":["GPT, Generative Pre-trained Transformer'ın açılımıdır ve 2017 yılında Google'ın beyin takımı tarafından geliştirilen transformer mimarisine dayanır.","GPT 3, 2020 yılında ilk çıktığında 177 milyar parametresi vardı ve bu sayı bir önceki versiyondan 100 kat daha fazlaydı.","GPT 3, doğal dil işleme görevlerinin hepsini yapabilen bir model oldu ve bu model doğal dil işlemede bir çığır açtı."]},"beginTime":552,"endTime":615,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=552&ask_summarization=1"},{"index":8,"title":"GPT 3 Kullanımı","list":{"type":"unordered","items":["GPT 3'ü denemek için bir oyun alanı var ve bu alanda Chat GPT'ye benzer şekilde denemeler yapılabilir.","Bu alanda \"recommend five books for data science\" gibi sorular sorulabilir ve GPT 3 size öneri kitapları gösterir.","Bu alan belli bir token sayısı kadar ücretsiz kullanılabiliyor, daha sonra kullanmak için para ödemeniz gerekiyor."]},"beginTime":615,"endTime":662,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=615&ask_summarization=1"},{"index":9,"title":"GPT 4 Özellikleri","list":{"type":"unordered","items":["GPT 4 henüz piyasaya çıkmadı ve ne zaman çıkacağı sır gibi saklanıyor.","GPT 4'ün bir versiyonu GPT 3'ten inşa edildi ve 175 trilyon parametresi var.","Bu modelin en güçlü yanlarından biri hem formal hem de informal metinden anlayabilmesi ve üretebilmesi."]},"beginTime":662,"endTime":701,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=662&ask_summarization=1"},{"index":10,"title":"GPT 4'ün Avantajları","list":{"type":"unordered","items":["GPT 4'ün bir diğer avantajı, bu modeli kendi spesifik görevleriniz için \"fantone\" (akort etmek) edebilmenizdir.","GPT ailesinin üyeleri aslında dil modelleridir ve bu modelleri doğal dil işleme projeleriniz için kullanabilirsiniz.","GPT 4 de bir dil modeli ama bu modeli resim ve video işleme gibi diğer yapay zeka görevleri için de kullanabileceksiniz."]},"beginTime":701,"endTime":752,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=701&ask_summarization=1"},{"index":11,"title":"GPT 4'ün Uygulamaları","list":{"type":"unordered","items":["GPT 4 modelinin geniş çaplı uygulama alanı olacak ve daha insan benzeri bir şekilde metin üretebilecek.","Bu canavar birden çok dili çevirebilecek, daha karmaşık ifadeleri kullanabilecek ve daha kompleks soruları cevaplayabilecek.","GPT 4, müşteri hizmetleri için karmaşık sohbet robotları oluşturmak, uzun makaleler yazmak, sosyal medya içerikleri üretmek ve kodlama yapmak gibi alanlarda kullanılabilir."]},"beginTime":752,"endTime":810,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=752&ask_summarization=1"},{"index":12,"title":"Sonuç","list":{"type":"unordered","items":["GPT 4 henüz çıkmadı ve çıkacağı zaman sır gibi saklanıyor.","Daha önceki GPT ailesinin yaptıklarına bakarak bu modelin dünyayı kasıp kavuracağını tahmin etmek zor değil.","Yapay zeka araçlarının büyük potansiyeli var ve bunları doğru şekilde kullanırsanız daha iyi projeler ve içerikler üretebilirsiniz."]},"beginTime":810,"endTime":862,"href":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=810&ask_summarization=1"}],"linkTemplate":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"ChatGPT vs GPT 4 Yapay Zeka Dersleri","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=YEtkNvWP_IQ\",\"src\":\"serp\",\"rvb\":\"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_E_QGggQkAZAEK-borxAqiwEQARp4gfQDAv7_AQD59P8CBAX-AfoIEgT5_v0A4PYMB_37AgDuAAX_DQAAAPoI-hACAAAA7un5BvwBAAABAQQBBQAAAA_6_PT1AAAA-xD6__4BAAAE_Qn_-gIAAQYNCQD_AAAACQ79BQEBAAAPAg0LAAAAAPzlCv4AAAAAIAAt2DLUOzgTQAlITlACKnMQABpgOwkANf4c2Lrz9wIJxvn4__HlFsPOOf81-gDh_rAJEe9GwNkkAEYJGyGgAAAAEhrkCAcA_2sO-t_-zBUYnsML5RZ_GfbU7vn66PERAgIHFywS8zcbAJW9BxghvgkVQizlIAAtfZMjOzgTQAlIb1ACMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=YEtkNvWP_IQ","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1290,"cheight":1080,"cratio":1.19444,"dups":["12849163736220325705"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null},"11854454413364803546":{"videoId":"11854454413364803546","docid":"34-0-10-ZE50341AD9432C3AA","description":"Bu videoda Gradio ile bir doğal dil işleme büyük dil modeli nasıl deploy edilir adım adım anlattım. 02:00 NER nedir? 03:09 Pipeline ile model yükleme 10:30 Gradio ile uygulama yapma 14:15...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/873242/a9caeffe2f5e08f6bf7ac8da0dc907a2/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/OKv7WgIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"9","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=videoid:11854454413364803546","teaser":[{"list":{"type":"unordered","items":["Bu video, bir eğitmen tarafından sunulan veri bilimi alanında model diplo etme ve uygulama geliştirme eğitimidir. Eğitmen, kendi eğittiği ve Hugging Face Hub'a yüklediği çok dilli bir modeli kullanarak adım adım gösterimler yapmaktadır.","Video, modeli canlıya alma sürecini detaylı olarak ele almaktadır. İlk olarak modelin indirilmesi, Google Colab veya Jupyter Notebook'ta Transformers kütüphanesinin yüklenmesi, modelin pipeline ile yüklenmesi ve son olarak Gradio arayüzü kullanılarak modelin canlı hale getirilmesi gösterilmektedir. Ayrıca, varlık isimlerini tanıyan bir uygulamanın nasıl geliştirileceği, Pypline ile model indirme, Gradio ile uygulama geliştirme ve Hugging Face Hub'a uygulama yükleme süreci de anlatılmaktadır.","Eğitim, token sınıflandırma (NER) görevinin nasıl gerçekleştirildiğini kod örnekleriyle açıklamakta ve İngilizce, Almanca ve Türkçe gibi farklı dillerde modelin nasıl çalıştığını göstermektedir. Eğitmen, demo uygulamasını çalıştırarak isim ve yer tespiti yapabilen bir sistem göstermekte ve bu uygulamayı Hugging Face Hub'a yükleyerek dünya çapında paylaşılabilir hale getirmektedir."]},"endTime":1134,"title":"Gradio ile Model Diplo Etme ve Varlık İsimlerini Tanıyan Uygulama Geliştirme Eğitimi","beginTime":0}],"fullResult":[{"index":0,"title":"Modeli Canlıya Alma Süreci","list":{"type":"unordered","items":["Model eğitildikten sonra bir sonraki aşama, modeli herkesin kullanabileceği şekilde üretim ortamına aktarmaktır.","Modeli üretim ortamına aktarmak için modelin kodlarını diplo etmek, ekstra dosyaları eklemek ve front-end bilgisi gerektirir.","Son zamanlarda geliştirilen araçlar sadece birkaç kodla modeli diplo etmeyi ve hatta ücretsiz hosting sunmayı sağlar."]},"beginTime":0,"endTime":70,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=0&ask_summarization=1"},{"index":1,"title":"Gradio ile Model Diplo Etme","list":{"type":"unordered","items":["Bu videoda Gradio kullanılarak modelin diplo edilmesi anlatılacaktır.","Eğitilen ve Hugging Face Hub'a yüklenen çok dilli model, metindeki kişi, yer ve organizasyon token'larını etiketler.","Bu model NER (İsimlendirilmiş Varlık Analizi) görevini yerine getirir ve sosyal medya, finans ve sağlık gibi birçok alanda kullanılmaktadır."]},"beginTime":70,"endTime":176,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=70&ask_summarization=1"},{"index":2,"title":"Modelin Yüklenmesi","list":{"type":"unordered","items":["Google Collab kullanılarak modelin yüklenmesi işlemi gösterilecektir.","Transformer kütüphanesi, BERT ve GPT gibi büyük dil modelleri ile çalışmak için kullanılır.","PyTorch ve Pipeline kullanılarak Hugging Face'den indirilen çok dilli model yüklenir."]},"beginTime":176,"endTime":285,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=176&ask_summarization=1"},{"index":3,"title":"Modelin Çalıştırılması","list":{"type":"unordered","items":["İngilizce ve Türkçe metinlerle modelin çalıştırılması gösterilmiştir.","Model, \"I'm team and I work Google\" cümlesinde \"team\"i person olarak, \"Google'u\" organization olarak etiketlemiştir.","Türkçe cümlede \"Ali\"yi person olarak, \"Trendyol'u\" organization olarak etiketlemiştir."]},"beginTime":285,"endTime":385,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=285&ask_summarization=1"},{"index":4,"title":"Subword Tekniği ve Aggregation Strateji","list":{"type":"unordered","items":["Modelin \"Trendyol\" kelimesini \"trend\" ve \"yol\" olarak iki parçaya ayırdığı, bu da subword tekniğinden kaynaklanmaktadır.","Aggregation strateji parametresi kullanılarak kelimeler birleştirilebilir.","Model sadece Almanca verileriyle eğitildiğine rağmen İngilizce ve Türkçe metinlerde de başarılı sonuçlar vermektedir."]},"beginTime":385,"endTime":631,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=385&ask_summarization=1"},{"index":5,"title":"Gradio ile Kullanıcı Arayüzü Oluşturma","list":{"type":"unordered","items":["Gradio kütüphanesi kullanılarak kullanıcı arayüzü oluşturulacaktır.","Interface metodu ile uygulama inşa edilir ve textbox metodu ile metin girişi kutusu oluşturulur.","Highlight text metodu kullanılarak varlık isimleri renklendirilir ve örnek cümleler için examples parametresi kullanılır."]},"beginTime":631,"endTime":792,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=631&ask_summarization=1"},{"index":6,"title":"Modelin Çalıştırılması ve Test Edilmesi","list":{"type":"unordered","items":["Demo yazıldıktan sonra launch metodunu çağırarak ve share parametresine true yazarak model çalıştırıldı.","Notebook üzerinden çalışan demoyu test edildiğinde, metinlerdeki \"team\" ve \"california\" gibi kelimeler etiketlendi.","Almanca ve Türkçe cümlelerde de \"google\", \"berlin\", \"ali\", \"ankara\", \"ahmet\" ve \"istanbul\" gibi kelimeler başarıyla sınıflandırıldı."]},"beginTime":798,"endTime":846,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=798&ask_summarization=1"},{"index":7,"title":"Modelin Gradio Üzerinden Paylaşılması","list":{"type":"unordered","items":["Modeli Gradio'nun sağladığı link üzerinden de çalıştırabilirsiniz, ancak bu link 72 saat süreyle çalışır.","Bu uygulamayı tüm dünyayla paylaşmak için Hugging Face Hub'ı kullanılabilir.","Modeli paylaşmak için önce kodları .py dosyası olarak indirip, gereken kütüphaneleri yorum satırı olarak almak gerekir."]},"beginTime":846,"endTime":919,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=846&ask_summarization=1"},{"index":8,"title":"Hugging Face Hub'a Modelin Yüklenmesi","list":{"type":"unordered","items":["Hugging Face Hub'a giriş yapıp \"New Space\" kısmından bir isim (örneğin \"ner demo\") yazarak ve Gradio seçeneğini belirleyerek yeni bir alan oluşturulur.","Hugging Face Hub, ücretsiz 16 GB'lık bir alan sağlar ve uygulama public veya private olarak ayarlanabilir.","Dosyaları yüklemek için \"Files\" sayfasına gidip, requirements.txt dosyası oluşturup gerekli kütüphanelerin versiyonlarını girmek ve commit etmek gerekir."]},"beginTime":919,"endTime":983,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=919&ask_summarization=1"},{"index":9,"title":"Uygulamanın Canlıya Alınması","list":{"type":"unordered","items":["İndirilen dosyanın ismini değiştirip, \"Add File\" seçeneğiyle yüklemek ve commit etmek gerekir.","Yüklenen dosyalarda hata varsa, hata mesajı görüntülenir ve düzeltilmesi sağlanabilir.","Uygulama \"building\" aşamasından geçtikten sonra canlıya alınmış olur ve farklı dillerdeki örnek cümlelerle test edilebilir."]},"beginTime":983,"endTime":1068,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=983&ask_summarization=1"},{"index":10,"title":"Dersin Özeti","list":{"type":"unordered","items":["Bu videoda varlık isimlerini tanıyan bir uygulamanın nasıl yapıldığı gösterildi.","Uygulama yapımı için önce Pypline ile kullanılacak model indirildi.","Bu model kullanılarak Gradio ile uygulama oluşturuldu ve son olarak Hugging Face Hub'a yüklenerek canlıya alındı."]},"beginTime":1068,"endTime":1112,"href":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=1068&ask_summarization=1"}],"linkTemplate":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Hugging Face ile Generative AI Uygulaması Yapalım NLP Projesi","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=gixq815mDYI\",\"src\":\"serp\",\"rvb\":\"ErEDChM4NjU4ODgzODkyMjM3NjU1MDI5ChQxNjcwMDQ4NjQ2NDU1NTAwMDE3MQoUMTEyNjQ3NjcxNjEzMjYxOTM4NjAKFDE1MzM0MjU4NjU5NjIzOTI3ODM2ChQxNTI1OTE0MDM4MTYyNDkxNjI4NAoTNDMyODIxMjQ2Mjg2NzI3MTYxOQoTMzUyMjc1NTI0MjE4NzczOTI2OAoUMTI4NDkxNjM3MzYyMjAzMjU3MDUKFDExODU0NDU0NDEzMzY0ODAzNTQ2ChQxMzE1NDExNzQxMzU1Mjg0MTg2NgoTNjgzODY4MDQ4MzM2NzkyNzg4MgoTNTY2NjkxODM2NDg2ODM4NTMzMgoUMTMzMzM2MzM0MzI3MzkwMTYyNzIKFDExNDUwMzI2MTAzNzk5NTQwNjE5ChM5ODM4OTc2MTU0NTc3MjgyMzkyChQxMTIyMDgzNTQ3NjIzODc0ODEyOAoUMTI2OTUzMzEwMzAyMDE3MjUwNjMKEzQyNjMxMzg4NDc4NTA4NjcwNDkKFDEzNTUyNzIxMDYxOTg0ODMyMzIxChQxMjg3NzY0MzkxMzQ4MzA4MzQ0NhoWChQxMTg1NDQ1NDQxMzM2NDgwMzU0NloUMTE4NTQ0NTQ0MTMzNjQ4MDM1NDZqnQwSATAYACIwGhgAChJoaHFhbXVrZG5sd2xvYmljaGgSAQAqFMIPDxoPPxPuCIIEJAGQBCua6a8QKosBEAEaeIEE_AcEA_0A-wMDDwsJ-gL79vwG-v39AObyD_gD_gEA-vT9B_wAAADjAQgCBgAAAP3__AEE_gAAFgn9_wQAAAAD9A7z_gAAAPYL9g3_AQAA_hAD-gL_AAAVBBMCAAAAAAAOAfn9_wAAAQIJAAAAAAAE5QDyAQAAACAALeXyyzs4E0AJSE5QAiqEAhAAGvABf_fx_s8VKgDdJ-4AzyvfAZn1LP9vDsQA2zLx_9X8BQGnL_ACCwT4AL3f7ACYFA0Bwf3U_1kZAQD8DiX-KwgSAUc47wBq5gD_QPrYAhIuCv5EOiL_UyPuAjDmHwAQ_-AA7A30-gL59gi60xUBEB4QBBjQLAUpC9P_1dMmAgHx-QDwDeUF_AgCBAMCBvkGvi4D_BHfBhz62v4FEwMA-wMBBPrZAwsd0RgFDs7vAdurCwDi1vEM7vPl9gXpCPjcEO4DHAX0BO8s-vPh3wv3FwzyB-sjHfMS__ACIBED8Q7UBhDu7Qnu_xkd8tb2AP0SQAb4IAAt9U8FOzgTQAlIYVACKs8HEAAawAeaROW-_S6NO_-1hz3lSQ29yXvwvJotjzwjE_C91y0nPff9QLymDvI9lfQwvGTJZ7qcTZe-6j1cuWSPFrxRv4s-HWwWPZvocz2X20W7mymjvD-NGjxnYgq-VWH9PDBCPb2oNc09c6nAvMVrw7zfMuc9GpfgvMdiGz2jkyW-K38EPLa1ibsRQpY969qDvZo737yOBBo-BMU0PBXZuTsBMSk-mvduvQ-Q-TwckcS9GgMhvY-J-Tx0e-m9pRbKvLtak7x6Trw78GwPvUbT1bvxJZm9h9T-vPVR4Tw7k5E9Qusfu2ZjSjxS2yG8_aq3vCRSqrvg2xQ9x0UaPXwclzw8awe-NYQ-PGgN-bwx_IE9c4opvXpuALsSHTi8SUCWvG-PrzyvCUm9FVE4PFZg7bvThuM9zHZqPdZ0vTwseoy8dmVhPMkvLLshXDE-EU6wvfculLthVd29c1GYvUmBhTxngjw9eg27Pd1sYrx-3S69KadHPXdJfzs0R9Y99DY2vKFnPbqHsgY9XTfFvXisX7ufZQw9guUGPGIB3Lm1Ri69FBlHvQbrazo9FUY96munPHoGQ7zzYQu8FfJ3PG3L37uTH7y9v5DfvFDhCrzDPps9E481vSUkEjxjdGW77ZbJvGkOHLtSXxY97GqyvOGHObxYJGG9Z0FtvdZIvzs1hB697s4cPIC_lLtNvc69rOBcvVVlcbkmVoY9WvkAvTyS-LhwFmU94eMdPRKywbpyVIk8JwUsveQViDv5p-88M3fjvPNvWbuZtA49_7MGvv9MbznwvHm9G7f9vCFwybpsWk69qE4sPKiqjjkJKEg5fbCMPN_3kDoUnYu9iXrhvcYncDnl9kO7_AMAvazrCrkM5QS-SflFu1aRuDnAuK-85f64O8vBAji4B5E9hD_NvJpGAbm9mNw8KvFKPQKvIjhlrVw9BSGPvFHEmTmC8og841VxPc9n07iJN746l5E6vfH7YLcbyaS9lraDvWsaLLjxGPm8glX1u4fbtzhMlzS8e3-ovHg-Q7jG-9G9M2HFvIO3hjdSSM-7PjyrvU-y5DjUh5S9X73lPK7dNDjK4QO-ENcePJf9TjeKiJy9g7IavUO4obfJ5KS9BUKhPLZXirg47IS6Ee7EvCsHXjelt2Q84xFmveQ1ojhbBZa8cAg1vTxFqLcq6xA8f57rvBoxhTcFaeY9M-hfPDYPLjh0svk8MTABvbfL1bacrl08aTxsvAjBkDiP5pO9KwgvPAmWMLgXDDM9gbZwPWUogLjIQQm9rq3JvW1JuLcgADgTQAlIbVABKnMQABpgJPsAX-oH4sQELukE2zcDrdsE-AjJHf9FuP_0NsLfMBHelMs1_yoI7P6PAAAAYAnLHPwA_n8T3_rnsvgBquPu6tJvNAUt4zBAAMiV-RHuneYAOAYWAAO_2glo2uBQ_wEAIAAtA1ALOzgTQAlIb1ACMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=gixq815mDYI","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1290,"cheight":1080,"cratio":1.19444,"dups":["11854454413364803546"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null},"13154117413552841866":{"videoId":"13154117413552841866","docid":"34-8-1-Z0F07280171A699A7","description":"OpenAI'ın GPT-4 modeli çıktı. 05:38 GPT-4 vs GPT-3.5 10:05 GPT-4'e nasıl erişilir? Medium : / tirendazakademi ✨ Udemy : https://www.udemy.com/user/tirendaz-a... ▶ ChatGPT Dersleri...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3548692/5a4402212de41ca32c197dfd35343c1b/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/2AYHWgIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"10","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=videoid:13154117413552841866","teaser":[{"list":{"type":"unordered","items":["Bu video, bir sunucu tarafından hazırlanan, Open AI'nin yeni yapay zeka modeli GPT-4 hakkında detaylı bilgi veren teknoloji incelemesidir.","Video iki ana bölümden oluşmaktadır: İlk bölümde GPT-4'ün temel özellikleri, transformers mimarisi, görsel ve metin verilerini kabul etme özelliği, akademik ve profesyonel sınavlardaki performansı anlatılmaktadır. İkinci bölümde ise GPT-4'e erişim yöntemleri (ücretli abonelik, bekleme listesi veya Bing kullanarak) ve API fiyatlandırması detaylı olarak incelenmektedir.","Videoda ayrıca GPT-4'ün GPT-3.5 ile karşılaştırması, farklı dillerdeki testlerdeki performansı ve ChatGPT'e göre maliyet-performans değerlendirmesi de yer almaktadır. Token tabanlı fiyatlandırma sistemi açıklanarak, farklı token miktarları için ücretler verilmektedir."]},"endTime":876,"title":"GPT-4 Teknolojik İncelemesi ve Fiyatlandırma","beginTime":0}],"fullResult":[{"index":0,"title":"GPT-4'nin Tanıtımı","list":{"type":"unordered","items":["Open AI'nin son modeli GPT-4 piyasaya çıktı ve derin öğrenme alanındaki en büyük dönüm noktalarından biri olarak kabul ediliyor.","GPT-4'nin diğer modellerden en büyük farkı çoklu model olması, yani metin ve görsel prompları kabul edebilmesi.","GPT-4 ile web sitesi şablonu gibi görsel girdileri alıp kod üretme, oyun kodları oluşturma gibi işler birkaç saniye içinde yapılabilir."]},"beginTime":0,"endTime":93,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=0&ask_summarization=1"},{"index":1,"title":"Video İçeriği","list":{"type":"unordered","items":["Videoda GPT-4'nin esasında ne olduğu, GPT-3.5 ile karşılaştırılması, erişim yöntemleri ve kullanım fiyatları ele alınacak.","Yapay zeka ve veri bilimi hakkında içerikler üretildiği belirtilerek kanalın abone olunması öneriliyor."]},"beginTime":93,"endTime":148,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=93&ask_summarization=1"},{"index":2,"title":"GPT-4'nin Teknik Yapısı","list":{"type":"unordered","items":["GPT-4, 2017 yılında Google Beyin Takımı tarafından geliştirilen Transformers mimarisine dayanıyor.","Transformers mimarisi encoder ve decoder yapısından oluşuyor ve özellikle dilden dile çeviri görevlerinde harika sonuçlar veriyor.","GPT-4, internetteki verilerle eğitilmiş olup, eğitim için Ajur ile ortaklaşa çalışarak tasarlanan süper bilgisayar kullanılmış."]},"beginTime":148,"endTime":227,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=148&ask_summarization=1"},{"index":3,"title":"GPT-4'ün Görsel Algılama Yeteneği","list":{"type":"unordered","items":["GPT-4 görseldeki nesneleri tanımlayabiliyor ve bölüm bölüm açıklamalar yapabiliyor.","Model, resimlerdeki olağandışı durumları algılayabiliyor ve insan gibi çıkarımda bulunabiliyor.","GPT-4, görseldeki metinleri algılayıp makaleleri özetleyebiliyor ve spesifik isteklere göre tabloları açıklıyor."]},"beginTime":227,"endTime":343,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=227&ask_summarization=1"},{"index":4,"title":"GPT-4 ve GPT-3.5 Karşılaştırması","list":{"type":"unordered","items":["GPT-4, GPT-3.5'e göre görsel ve video verileri ile de çalışabiliyor.","Parametre sayısı olarak GPT-4, GPT-3'ten yaklaşık 500 kez daha büyük (100 trilyon parametre).","Kompleks sohbetlerde GPT-4 daha güvenilir, daha kreatif ve daha fazla nüanslara dikkat ediyor."]},"beginTime":343,"endTime":420,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=343&ask_summarization=1"},{"index":5,"title":"GPT-4'ün Sınav Performansı","list":{"type":"unordered","items":["GPT-4, gerçek dünya problemlerini çözmekte insandan daha az kapasitede olmasına rağmen akademik ve profesyonel sınavlarda insan seviyesinde başarı gösteriyor.","Akademik ve profesyonel sınavlarda GPT-4, çoğu durumda %80'yi geçerek GPT-3.5'i aşıyor.","Batchmark testlerinde GPT-4, 26 dilin 24'ünde rakiplerinden daha iyi skorlar elde ediyor."]},"beginTime":420,"endTime":543,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=420&ask_summarization=1"},{"index":6,"title":"GPT-4'ün Sınırları","list":{"type":"unordered","items":["GPT-4 mükemmel bir model olsa da kesin sonuçlar üretmesi için daha ilerlemesi gerekiyor.","Yapılan testlerde GPT-4 diğer modellere göre daha doğru çıktılar veriyor ama %100 doğru cevap veremiyor."]},"beginTime":543,"endTime":610,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=543&ask_summarization=1"},{"index":7,"title":"GPT-4'ü Kullanma","list":{"type":"unordered","items":["GPT-4'ü kullanmak için aylık 20 dolara chat GPT'ye abone olmak gerekiyor.","Aboneliğiniz yoksa bekleme listesine kayıt olabilirsiniz, ancak sıranın gelmesi ve muhtemelen sınırlı kullanım sunulması bekleniyor."]},"beginTime":610,"endTime":649,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=610&ask_summarization=1"},{"index":8,"title":"GPT-4'e Erişim Yolları","list":{"type":"unordered","items":["GPT-4'e erişmek için Bing kullanmak bir yöntem olup, Microsoft'un arama motoru Bing'in ön izlemesinin arkasındaki motorun GPT-4 olarak değiştirildiği açıklanmıştır.","Bing Chat'i kullanarak GPT-4'e erişilebilir ancak bunun için bekleme listesine kaydolmak gerekiyor.","GPT-4'e erişmenin başka yolları da var, ancak konuşmacı en kolay olanları anlattığını belirtiyor."]},"beginTime":654,"endTime":699,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=654&ask_summarization=1"},{"index":9,"title":"GPT-4 API Fiyatlandırması","list":{"type":"unordered","items":["Geliştiriciler GPT modellerini uygulamalarında kullanabiliyor ve GPT-4 API'sı hemen kullanıma açılmıştır.","GPT-4 API'sı \"gpt-4-0613\" olarak isimlendirilmiş ve fiyatlandırma token üzerinden yapılıyor.","Bir token metnin en küçük parçası olarak düşünülebilir ve 1000 token yaklaşık 700 kelimeye denk geliyor."]},"beginTime":699,"endTime":751,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=699&ask_summarization=1"},{"index":10,"title":"Fiyatlandırma Detayları","list":{"type":"unordered","items":["2133 token (yaklaşık 1600 kelime) için prompt fiyatı 0,06 dolar, tamamlama fiyatı ise 0,12 dolar olup, tamamlamanın fiyatı prompt'un fiyatının iki katı.","GPT-3,5 için tamamlama fiyatı 0,04 dolar olarak belirtiliyor.","En yüksek token sayısı yaklaşık 1 milyon kelimeye denk geliyor ve bu kelime sayısı ile Harry Potter kitapları yazılabilir."]},"beginTime":751,"endTime":793,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=751&ask_summarization=1"},{"index":11,"title":"Maliyet Performans Karşılaştırması","list":{"type":"unordered","items":["GPT-4 ile Chat GPT'yi karşılaştırdığımızda, prompt için GPT-4, Chat GPT'den 14 kat, tamamlamada 29 kat daha pahalı.","GPT-4 daha doğru ve daha nüanslı çıktılar veriyor.","Video sonunda izleyicilerden GPT-4 modeli hakkında düşüncelerini ve ücretli aboneliğe geçip geçmemeleri konusunda yorumlarını isteniyor."]},"beginTime":793,"endTime":855,"href":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=793&ask_summarization=1"}],"linkTemplate":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"GPT-4 NASIL KULLANILIR Yapay Zekada Devrim","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=ydY5LnlJCQ8\",\"src\":\"serp\",\"rvb\":\"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__AX6BPwA8u77CQAF_gEV9AcG9gAAAOEFA_T--wIA_fgP__cAAAD-BgH_BQAAAPbx_Qr3_wEAAw3zAu8A_wAX7_b2_QAAAPEI8_j_AQAADgr98AIAAAAAFwn6_wAAAAUI8gL_AAAABAUUBwAAAAD33_r7AQAAACAALYv7xzs4E0AJSE5QAiqEAhAAGvABYvsDAub-HwHWDRIA8vb1AYHw-_88AP4AAg0GAcn3-ADP6P0B-wEGAPjyCv_qDAoA0gv2AEYI7gDuCAoAIg78ASPuDgET7_gBFfb2Ad_m_v8mBAgAEP7_AB_vFAATEAUA_-4Q_wb85AH19fgECg0RBQgCBgD29Oz_6C0WABwSAf7dAg3-6QkHAhII9f8IAhgC5_jzBAnw6AD69Aj-FijzAQP28wE5-ff_AQPtAuz9AfwDBOn9Iwz6BeHm6f4JJfkAI_78__sf_gQN6vz5FOj_AfAKEALd-_f-Cv_-_QPMAf8dDQsCzP4GBQP3BAAWCQYPIAAtkPpOOzgTQAlIYVACKs8HEAAawAeA7tO-Ed7DuuXolrxnJo29EzfZulaiBTz3eEG-isQpvQygKbyJXSs-013DPX2GBTxZwFS-BIyMOSrP1zwKL2E-F3GwvEHTxjk8EUS80NAkvUQlILzgu22-XoqWPRa5TLwJayM-rCkfPaN5wDyfOwE-j5QoPTsYsTyeS4y97Ui1PJnLV7weUyc-4SGBvTNfsbuVfw0-oqRWvbFVXTzsNFI-2bv5u75_mDtgyCq-rvVgPUSKwby_tYO9eYqBPFppDLtzCLE9QL3ZvIXDnDxkKrO9QT4yvDrGOjxKRd-7Dff2vM8qm7kTZ8G7loYvu-dPQLwtHVg9mXHJPEd_3DsTQ5K99xw9vbnHUjsnkn49fPmIPeB8jzzQlQ09hedKPK8LGjvYtwO-5yiGPYhJ2TuU_wQ9CTFcvYQjjjsVkFa90nYHvatArTsIzUk9fm2iPOr_xTtYcJS9aGJ1PaLgFLtOjsw9HnohPT4u4Lt8eoG9ejSlvWjzbjwV92m8MfRjvbK4JDxc3DC9K_yUvTzjFDyjP9Q9ZyIxPQZmhbqVfYe96GxcPRu99TsLTx48wADnvN8p8LtjXkc8pFA7PfmvPbt2qty9jfzwvPyrBTwDwS097LxyvZe4Qbhv5bY83PlZPC1BhjxSXxY97GqyvOGHObxFgJM8TzAtPW3tsztsXoU9sY1TPIGG6bsC19W9N9wMvRNHuzvG_Fw8xo0WvSG1ojmr5r49iQwrvozmljoVeAI9fy2Evd0uartYhfa70lebPYkK97csTee6WPkKvaFDYzrhJI08zeA0PUkssrlI5cE8RaaHvUKIvzgRDIY9z0lvvBUlijjuBBw8UlUyvPkNM7q4Vvs82XHLusvPDLp5tyi9sPSrPKF7tTinR8m8mxPFvQMCszi8-Tc9WlAzvTu1nTg0kB29zLMCPkixLLhlrVw9BSGPvFHEmTm-07498RIcvJHRK7kOhMO73dyevZf9-bY9ZTA9_LPVu9iMADkDsKa8EHHaO6DWuzYeZlS9etJ4vG6W0rjxWH08dBcXPcUw4bcrsUG9jKNNvQnYjDeQmTC8reYPPccmFjj3m3-9EeQAvtRwMDk2IAK-O4mtvaBOOzjn172734x1vAjhQ7hBgwm8eUA5vc8ACTjxsNo8LtDJPGapObiIzRG9cg9OPf6L7rfbwQg9xVJJPXUxqbYIvMA7_itrvZErmLe4cwE9zCuCvS9mdLghMrY8OznjPQQbBjkeOIK9M_OePZzn8rjcfp68z9ptvYw1vjfsrkK9OvGrvajeSzUgADgTQAlIbVABKnMQABpg_hUALwkM8uAGCPMJ_u_28-3jHuXJKgAFAADsFtYUFPQDzM78ADsL-xrEAAAADwjlEx8A-0jt9e3M5xD0xd3_B-R_IPsJuQr_4entJPr09O7r_x0OAAPV8OwQ_7shLwgRIAAtrKddOzgTQAlIb1ACMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=ydY5LnlJCQ8","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["13154117413552841866"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null},"6838680483367927882":{"videoId":"6838680483367927882","docid":"34-5-16-Z3A5D80D009BD451A","description":"Geliştiriciler genelde karşılıklı konuşma uygulaması yapmak isterler. Bu uygulamalar chatbot denir. Özellikle chatbotlar, ChatGPT'den sonra çok popüler oldu. Bu dersimizde conversation RAG...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4103990/6063f785a7ec2195d9d255daa10980d1/564x318_1"},"target":"_self","position":"12","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"LangChain: Bir Web Sitesi ile Konuş | Python ile Üretken Yapay Zeka - 7","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=t3y19cm6rWg\",\"src\":\"serp\",\"rvb\":\"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_E5YJggQkAYAEKyqLARABGniB9vcQCwr0AAQABggBCvsCCQMLC_b__wDj8BH3BP0BAPgKBw8BAQAABgX-DP4AAAAB9AEF8_0BACYBBAgEAAAAHgL9APYAAADv9_sI_wEAAA8NBQcE_wAAKgH8BP8AAAD2C_8K-_8AAAYM7AsAAAAA-O8R-gAAAAAgAC0iN7Y7OBNACUhOUAIqcxAAGmBJAwAtFejqvPMt5O8IBPj-8wDv58IK_x_JAMQnJAUgCN6jGRX_M_8UEq8AAAAg7dwRGgDvZObcFQLj-Qm-2-P7An8j_RUFABj4weINHCYrCvA2U0sA4gEF-za5CVsFKukgAC1I1iw7OBNACUhvUAIwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=t3y19cm6rWg","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["6838680483367927882"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"5666918364868385332":{"videoId":"5666918364868385332","docid":"34-1-10-Z9CFC0BEFF18FB474","description":"Geliştiriciler genelde karşılıklı konuşma uygulaması yapmak isterler. Bu uygulamalar chatbot denir. Özellikle chatbotlar, ChatGPT'den sonra çok popüler oldu. https://bit.ly/Tirendaz-Katil 🚀.....","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2803483/92a3d4daea029ebf3e3a8ef8cadf2b41/564x318_1"},"target":"_self","position":"13","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"LangChain: Agentlar ile Çalışmak | Python ile Üretken Yapay Zeka - 8","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=7EcH5yjNEtk\",\"src\":\"serp\",\"rvb\":\"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_E5AJggQkAYAEKyqLARABGniB-AMIEAT7AP4LCAEFBv0BEQkEDPUBAQDm8hD4BP4BAPsN_Ab5AQAABgT-C_4AAAD2_vsJ8_8BACQL-wAEAAAAGwL9APcAAADvBAD9_wEAAAoSAv0D_wAAHwf4-v8AAAAECwwT_gAAAAUE7_wAAAAA--QK_gAAAAAgAC3zHMc7OBNACUhOUAIqcxAAGmBEAwBNIOf_x9Ivz_v9Bvff3iTr67sq_yHVAM4fE_sQD_aVERz_Kfj9J6YAAABH-NwFFgD8cBnQBhDUBf3Oz_Pt_n8ICBkPDAz_kP8nCzIEF9k1O3MA4P8FAzjA91ceLvIgAC392x07OBNACUhvUAIwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=7EcH5yjNEtk","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["5666918364868385332"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"13333633432739016272":{"videoId":"13333633432739016272","docid":"34-0-8-ZE06B2888A4E399F9","description":"Chainler, birden fazla görevi birbirine zincirlemek için kullanılır. Bu dersimizde LangChain'de chainleri ele alacağız. Bir prompt, model ve output formatı bileşenlerini birbirine bağlayacağız....","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2111387/b8ed5d13f4a6fdd1ca80ec2cfb56d54a/564x318_1"},"target":"_self","position":"14","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"LangChain: Chain'ler ile Çalışmak | Python ile Üretken Yapay Zeka - 5","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=wZyplhlYvQk\",\"src\":\"serp\",\"rvb\":\"ErEDChM4NjU4ODgzODkyMjM3NjU1MDI5ChQxNjcwMDQ4NjQ2NDU1NTAwMDE3MQoUMTEyNjQ3NjcxNjEzMjYxOTM4NjAKFDE1MzM0MjU4NjU5NjIzOTI3ODM2ChQxNTI1OTE0MDM4MTYyNDkxNjI4NAoTNDMyODIxMjQ2Mjg2NzI3MTYxOQoTMzUyMjc1NTI0MjE4NzczOTI2OAoUMTI4NDkxNjM3MzYyMjAzMjU3MDUKFDExODU0NDU0NDEzMzY0ODAzNTQ2ChQxMzE1NDExNzQxMzU1Mjg0MTg2NgoTNjgzODY4MDQ4MzM2NzkyNzg4MgoTNTY2NjkxODM2NDg2ODM4NTMzMgoUMTMzMzM2MzM0MzI3MzkwMTYyNzIKFDExNDUwMzI2MTAzNzk5NTQwNjE5ChM5ODM4OTc2MTU0NTc3MjgyMzkyChQxMTIyMDgzNTQ3NjIzODc0ODEyOAoUMTI2OTUzMzEwMzAyMDE3MjUwNjMKEzQyNjMxMzg4NDc4NTA4NjcwNDkKFDEzNTUyNzIxMDYxOTg0ODMyMzIxChQxMjg3NzY0MzkxMzQ4MzA4MzQ0NhoWChQxMzMzMzYzMzQzMjczOTAxNjI3MloUMTMzMzM2MzM0MzI3MzkwMTYyNzJq2QISATAYACJFGjEACipoaGZxZmltbWNkaGZuaWNkaGhVQ3pINzNYSlJnSzJFUTdDT25HOERreUESAgASKhDCDw8aDz8TjQaCBCQBgAQrKosBEAEaeIH4AwgQBPsA_gsIAQUG_QEIAwoK9___AObyEPgE_gEA8Az9CgQAAAAJ-_4HAQAAAP4D_xH2_QEAKP32_QEAAAAbAv0A9wAAAPn7-AIAAQAACgcD-QMAAAAZ-_z-AAAAAAIC9hH_AAAABQTv_AAAAAD58A_6AAAAACAALfMcxzs4E0AJSE5QAipzEAAaYC8MACsu_Qe-2Tjd_PkOAO34AuLzzhP_G-gA2B0uDR0J9LAfF_8j_AkQugAAACDw5P79AOlYLdQeB-YQBO7q-vQCfwYLEhgUD_2p8RsLFxwZ5zMxUgDsDwIAN64cLQ8g7yAALedKPzs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=wZyplhlYvQk","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["13333633432739016272"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"11450326103799540619":{"videoId":"11450326103799540619","docid":"34-3-13-Z22E3A1A05030B2DD","description":"Bu dersimizde promptlar ile nasıl çalışılacağını ele alacağız. dersleri: • Python ile Derin Öğrenme 🔥 Yapay Zeka Ders... ▶ HuggingFace ile NLP: • Hugging Face ile Doğal Dil İşleme 🔥 Python... ▶...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3385910/80de54158db5248e37ffd67b71322dbb/564x318_1"},"target":"_self","position":"15","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"LangChain: Promptlar ile Çalışmak | Python ile Üretken Yapay Zeka - 4","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=4hGNveqnN5I\",\"src\":\"serp\",\"rvb\":\"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-v4D_wQF_gEIAwoK9___AN_5BPYI-wIA-_4CDgABAAAO_w0H_AAAAPf5-hH__wAAHAbu_gQAAAAU-AL-9gAAAPH4_Aj_AQAACQ8I8gIAAAAmAfwE_wAAAPwDAREAAAAADwkC-wEAAAD75Ar-AAAAACAALfMcxzs4E0AJSE5QAipzEAAaYD4DAE0w8PO12SrS--sPEube_-H0tx__FsoAtCgiBxX8AKUaKP8yCAIkpQAAAC7sxPIQAPRxHrkaDdcIAdfS5uj7fwscGwwEEAiK9D4KHAkJ5i81ZADZ-AMRULYDKisw6CAALcQjGzs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=4hGNveqnN5I","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["11450326103799540619"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"9838976154577282392":{"videoId":"9838976154577282392","docid":"34-5-6-Z5625A50A57A84744","description":"ChatGPT'nin çıkması ile üretken yapay zeka çok popüler oldu. Bu videoda, metin, resim, müzik ve video alanlarında yapay zeka ile neler yapılabilir konusunu ele aldık. 🔥 OpenAI Python API...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3328540/3cf2fd2a43ba67957da3419a44fe76e7/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/xrGOQwIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"16","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"Üretken Yapay ZEKA'nın (Generative AI) Gücünü Keşfet - 2","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Yw-UFYOBIZ0\",\"src\":\"serp\",\"rvb\":\"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_E5cEggQkAYAEKyqLARABGniB-xIICgL-APwF_AcBB_0C7PkDDvsAAADm8g_4A_4BAPIA_f7_AAAA8gYLCwEAAAD-_v3_-P4AABYE8wD1AAAAAgAG9v0AAAD6HAH-_gEAAAEQAQDzBAABFRIBC_8AAAADBgIIAAAAAAMA-v8AAAAA9OgI8wAAAAAgAC1ohMw7OBNACUhOUAIqhAIQABrwAXQS_P_JLxb-xhIYANTs3gCa7PD_RwrgAOjz3gC_6uAB4Q0CAN4I-wD17Q7_pP74Ac_-7wB_HxwCBxMaAAkHAQDz_OwBPe37AT0A_QDQ8vP-GgMF_xc1_ABB5SACHhnGACDiHv9E2uwBH_EPAfXPEwQRCvYBE-79BOYVGwAV-QkE3PkN_8MCGgUYEP_5GPgZBN3yBQMdCvL78QrrBDYV8QwK6P4GGuUFBhMI4QXx3OsEDvXs9w88-gLrtfoEFgz9-_8R7vroIekFENkL8_gNEfHzEwb78BL_APvz9_jytPH--An6_RXqGfc0ExADGAP9ACAALcuPFjs4E0AJSGFQAirPBxAAGsAHbcjfvnP31Dz-AaA8U-RVvVHehzyL4jC8eCllvvckK73ShLe806MZPqg2eD1hCfe6vY6QvnznXL3Ypik7Z2KaPk46m7wa71g8OT9qvEl7SL3hE2G9V7E4vkelfTyl1Ao9lSynPdLKmDwSQlG8YtghPk_2ID0_ICs9OBvGvAth9Tx1T6Y7g6TvPdzonb1Bb-A6iltFPiASqb39KM88vFruPUBjS7wrAac8jj8RvuRtALw2ArG8EzwNu_PW7zzzTJq6d0VVPfbJ9ruTrte7fxXgvW47I73xnZg8R3RPvKLQMr1WN408Y_rEPcnet7yKz_i72Lj-POLaOj3bdhA9zndLPMHPkzzuSgW854knPQ68Wj3q4RA9Ka5KvZUgrTwvdni6fGmlvdF0lj1r2Eq8oVkDvaREXLw0pKc7PJQyPErfmjyea607SDbXPUjfJLyiaQG7RB6cvUnEvz2Tc2K8hpi2PQpkiz38rde7KlmJvSV0OLumtcy6DGJbvXKqEL3lymo83B5uPYp3e72QCUI8q2APPUBixbzi8Dg8gCquPLjvLD0qHVK6YBV5PY480DxBryo7HGNCvea_UTwjtRq85xYfvY1Hqbz5A7O6A8EtPey8cr2XuEG47MmCvd4oKD2hwDc7TyeEPcbuCjwCy1u8iwLYPHRGFL2D9Dk8LwRvPB9bQD39e3i7Pwg8vSsWv7w771a7Zi2KPTSdQr1Ztj27VPqePZroOL14Wk84QaabPWoko70MRAm7fr2nvV81mTkmyGI50NCkPPbTn72EWbI5xuBhvAlO4DqaIy-70g80vcHseb3gRxq4EyOQPY-zn70Kfrg3tkKSvZcT_rxZwi85W8MWPZcbTD1hX424r9MDvQgUWrttWR05vbkJvRh-K720UAa5mmgmva8mn73-60i5NrzqPOjsnj2po8a44NhzPe-Ccr192SQ4U-zIPd9TdL2as9G4FJKMvEMfTL0f0W83taPYvaXoV730jgI18mBSOlcrD7xVcYS3zU6gvZa6PzykC1U45Q4bO2Vw0rsYJ2e4oBU9vGHIhbzdOz84FUcvPer7Wj2eNvS4tMBIvekAMr1SM5c3NiACvjuJrb2gTjs4zYknvZz2Obzd3Gw2QYMJvHlAOb3PAAk4xs81PGj5yzyDIxU2k_T6vPPKNT2cyh-5nGuYvGgUQT17z7A4J-o2Pa_ZYL2VlWc3sulSPUeVvDws8cy3hGKLPTI4yjwga4M4ZlwCvXQWTD2AeJi4GdYePB1V0Tqhn_S3XI5XvaIJ1L3fwiG3IAA4E0AJSG1QASpzEAAaYDb-AFQfEuXN-Eb0B9LwDvXF7ygIny7_Bgz_1iH3FQv4z6MVEwBCJBYpmgAAADDL1wvOAMR_5dT70ZspBbyyBRDaZzgM0-XyL-DU6wDOAgkAWw0lWQDs6dL_PtfiRwonBiAALWZ1FDs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=Yw-UFYOBIZ0","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["9838976154577282392"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"11220835476238748128":{"videoId":"11220835476238748128","docid":"34-3-10-Z836F09F6367CC2A8","description":"Bu videoda üretken yapay zeka, makine öğrenmesi ve derin öğrenme kavramlarını ele alacağız. https://bit.ly/2zz9XQz ▶ Veri bilimi dersleri: https://bit.ly/3mFZYMr ▶ Pandas dersleri...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2840343/37689b02a5da4588d81c6c82608b53ae/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/iZgzQwIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"17","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","summary":{"isFull":true,"fullTextUrl":"/video/result?ask_summarization=1&numdoc=1&noreask=1&nomisspell=1&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=videoid:11220835476238748128","teaser":[{"list":{"type":"unordered","items":["Bu video, bir eğitmen tarafından sunulan üretken yapay zeka konulu bir eğitim içeriğidir. Eğitmen, konuyu detaylı bir şekilde açıklamaktadır.","Video, üretken yapay zekanın ne olduğunu, yapay zeka, makine öğrenmesi, derin öğrenme ve üretken yapay zeka kavramlarını birbirinden ayırt etmeyi amaçlamaktadır. İçerikte bu kavramların ilişkileri, üretken yapay zekanın nasıl çalıştığı ve uygulama alanları ele alınmaktadır. Video, Open AI kullanarak üretken yapay zeka ile ilgili uygulamalar yapacağınızı belirterek devam edecektir."]},"endTime":165,"title":"Üretken Yapay Zeka Eğitim Videosu","beginTime":0}],"fullResult":[{"index":0,"title":"Yapay Zeka ve Üretken Yapay Zekanın Gelişimi","list":{"type":"unordered","items":["Yapay zeka son yıllarda hızla gelişti ve özellikle 2022'de Chat GPT'nin çıkmasıyla üretken yapay zekaya olan ilgi arttı.","Chat GPT'nin kolay kullanımı ve güçlü kabiliyetleri sayesinde herkes bu alana ilgi göstermeye başladı.","Üretken yapay zeka kod yazabilir, resim çizebilir ve metin üretebilir, bu nedenle insanlar işlerinin yapay zekaya bırakılacağı konusunda tartışmaya başladı."]},"beginTime":0,"endTime":29,"href":"/video/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=0&ask_summarization=1"},{"index":1,"title":"Üretken Yapay Zekanın Tanımı ve Yapay Zeka Kavramları","list":{"type":"unordered","items":["Generative AI, resim, metin, müzik ve video üretmeye odaklanan yapay zekanın ve derin öğrenmenin bir alt alanıdır.","Yapay zeka, insansız zeka ve kabiliyetler göstererek akıllı sistemler oluşturmanın genel bir adıdır.","Yapay zeka kavramı altında makine öğrenmesi, derin öğrenme ve üretken yapay zeka bulunur."]},"beginTime":29,"endTime":77,"href":"/video/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=29&ask_summarization=1"},{"index":2,"title":"Makine Öğrenmesi ve Derin Öğrenme","list":{"type":"unordered","items":["Makine öğrenmesi, yapay zekanın bir alt alanıdır ve verilerden otomatik olarak öğrenen modeller geliştirmeyi amaçlar.","Makine öğrenmesi algoritmaları küçük ve orta büyüklükte verilerle eğitilir, büyük verileri analiz etmede zorlanırlar.","Derin öğrenme, makine öğrenmesi tekniği olan sinir ağları algoritmasının genişletilmiş halidir ve büyük verileri analiz etmeye gelindiğinde kullanılır."]},"beginTime":77,"endTime":114,"href":"/video/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=77&ask_summarization=1"},{"index":3,"title":"Üretken Yapay Zekanın Özellikleri","list":{"type":"unordered","items":["Üretken yapay zeka, derin öğrenmenin bir alt alanıdır ve regresyon, sınıflandırma ve kümeleme gibi klasik makine öğrenmesi analizleri yerine yeni içerikler üretir.","Bu yaklaşımla metin, resim, müzik ve video gibi yepyeni içerikler üretilir.","Üretken yapay zeka için derin öğrenmeye dayalı modeller kullanılır ve bu modeller devasa miktarda veriyle eğitilir."]},"beginTime":114,"endTime":161,"href":"/video/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=114&ask_summarization=1"}],"linkTemplate":"/video/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Yeni Rüzgar Üretken Yapay ZEKA Generative AI Nedir Giriş","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=l0OAbS6aSyw\",\"src\":\"serp\",\"rvb\":\"ErEDChM4NjU4ODgzODkyMjM3NjU1MDI5ChQxNjcwMDQ4NjQ2NDU1NTAwMDE3MQoUMTEyNjQ3NjcxNjEzMjYxOTM4NjAKFDE1MzM0MjU4NjU5NjIzOTI3ODM2ChQxNTI1OTE0MDM4MTYyNDkxNjI4NAoTNDMyODIxMjQ2Mjg2NzI3MTYxOQoTMzUyMjc1NTI0MjE4NzczOTI2OAoUMTI4NDkxNjM3MzYyMjAzMjU3MDUKFDExODU0NDU0NDEzMzY0ODAzNTQ2ChQxMzE1NDExNzQxMzU1Mjg0MTg2NgoTNjgzODY4MDQ4MzM2NzkyNzg4MgoTNTY2NjkxODM2NDg2ODM4NTMzMgoUMTMzMzM2MzM0MzI3MzkwMTYyNzIKFDExNDUwMzI2MTAzNzk5NTQwNjE5ChM5ODM4OTc2MTU0NTc3MjgyMzkyChQxMTIyMDgzNTQ3NjIzODc0ODEyOAoUMTI2OTUzMzEwMzAyMDE3MjUwNjMKEzQyNjMxMzg4NDc4NTA4NjcwNDkKFDEzNTUyNzIxMDYxOTg0ODMyMzIxChQxMjg3NzY0MzkxMzQ4MzA4MzQ0NhoWChQxMTIyMDgzNTQ3NjIzODc0ODEyOFoUMTEyMjA4MzU0NzYyMzg3NDgxMjhqsgwSATAYACJFGjEACipoaGZxZmltbWNkaGZuaWNkaGhVQ3pINzNYSlJnSzJFUTdDT25HOERreUESAgASKhDCDw8aDz8TpQGCBCQBgAQrKosBEAEaeIH9B_4N_gIAAPn_A_sG_gLu-gMN_AAAAN0BDP4F-gMA8wD-_v8AAAD4BQICAAAAAP34-AL7_gAACPz1_fgAAAAH-Qb59QAAAPAT-Pf_AQAAAQ8BAPQEAAETEQEK_wAAAAMGAgcAAAAABQYB9gEAAAD16gf0AAAAACAALY2P2js4E0AJSE5QAiqEAhAAGvABTQwI_OgTOQHT2j8AtP8vAIEiCv4q9eoADx_pAPgg5ADC9fYB-x8F_vUJ3gHjEDP_xPr9_jcDGAAcDgb_2fAJAB3Y8AEj2woA6wwdAdwT4_8GIAb_MvT8_wDdCAD79N79CArv_yUaEwXnAxQC3R_oAf0nCgIUDCID6_D-AzQSIQIOAgIDDgQFABkP4v8UGS0DEy7gAQX1IvwdAOX89ynR_dX0_Pwb3Af2GiH2C-G4CQAR2ur-_eLt-8ve8vsnDAL6OfIB9O8GDwXy9f__ON0A-OP6DhDqEPEB9QTu_uHABQQQHhUC_N3__u4ICwY1QgQGIAAt_yEdOzgTQAlIYVACKs8HEAAawAdnRre-LBJuPPCBAj1UNky9mTwvvRG2jrom43i-tAe1vKKtb70Ueg0-jQ6jPDoC3Tz8jLu-WlMPvMbqxbvKMjQ-Efe9PJkSJL20O-Q9TR06vT5TlrpM3J-9m9oDvcn3FrxfP-k8N-eauyOsvLxYHy8-7iyQPftGDzy_LTO9VWZvPVk6ujwoEzI9sF8rvbGnPb0n9zs-XSQDPScrqzyl4IQ9-ke6PEAtp7szpOq9i4YxvPACmzx6tqi9ruLDuymL6zuUwhw-5JPfu3qjGz2JAy29B0BhvZ6W_rsBMK49h3mku9EPGT0AOkw9g8OmPYqTuTtmGR29byiBPXfdeLttJYo9glFOvWAVGrwYdYK9eKFUve8xvTwXT3g9-u6GPc5YMDuH58C9IDaiPCWwubx5g1y7oCoRvJWbqDzEEDQ9BF7eO2f_TTwc7uM9rkKvPJxMwbzq48Y8evGPPdJvobtGgZk9oaA0PVLfaLsSCvi6a2GmvWd5g7yIlZs83mCgu5Z9UzubqIo8uiTYvBHmUTyPYZS9jBb7vKVDTDwOvtC9KqCaPD3617vRx987M92rPJdDAbzhwrC8MA2jPTB_8jk4hyu-aXLRvb40frqlnFQ8GmImPdUMIbsILwu9qyArvLlB5Tpoaby7s9UhvNUspzswZss8KqcNPm6TKLqbFZa9BycBu-Ky5bsNmoy8F5llParaSbsAAIw3pU7AvLNe6zrxaGM99m5ivcG3Kbq3mpY6_ogVvSj2zLtZGT0-E_0wPWoGUjrv65u8y73APWoxIzk2as-7ez6UPKLPcTnSDzS9wex5veBHGrisUgo-Sdt4PKOKdLlW9wO9y9k7PAQRJ7niA6s9cJMWPeMHwjiFbYW9yQXnPa3AtjkwEAQ-VmkGvWcLtri6ZWq71928vO4ByrgF-ak9wiS7PVrbvTfrAfM9F6tXvW5qm7euqk092MNbOuPPijl_-_o9W33AvQhUVDk69Iy89IBDvOXdibmMAhM9mFDBu47t4DjL4Q08mROPvHs1Z7j2acs8sT4UvYJM6rdiyGI7bF88O0USJji8Osu7uFyYPL7QkjZtxf69otQ-vRov9LgOUUC9F8kHvF72krbfNw6-R1XTve6tLTdqaAO9en1XvRqV_zfpr4A7EvgDPf7WmLihAQw8ugqjPSjZgbbrG7g9Tyc0PZw1hbfmMCk8N3AHva5jJTifuFK87NtJvGBTlDepP4y8xFnXOyhh87eQgQE9X20WvUTnlbhSCaS9H_hTPQlDMDjEQNe8mAY0vKuAvjYgADgTQAlIbVABKnMQABpgHQcAYiULtrnmO-0O4AQT8Nr89wPFQf8Q4f_2L9T3Bv_-nuc-AEEsJ0OVAAAAONyx8sMA4n_tojLc0CrqvtLI--tI_wPLvx4f8M_gLiHy-jgnPi5XAN3Y4skB1PVRF9f3IAAtauQROzgTQAlIb1ACMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=l0OAbS6aSyw","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["11220835476238748128"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"12695331030201725063":{"videoId":"12695331030201725063","docid":"34-9-5-ZAC60FBD62F3BBE55","description":"Merhaba, bu dersimizde prompt bileşenlerini göreceğiz ve OpenAI'ın örnek promptlarını inceleyeceğiz. 🔗 Notebook: https://github.com/TirendazAcademy/Ge... 🚀 Destek olmak için bize katılın...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/397852/801c98b25eddebd88ea297c0853419d9/564x318_1"},"target":"_self","position":"18","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"İyi Bir Prompt Nasıl Yazılır? | OpenAI API ile Üretken Yapay Zeka - 29","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=1xs1siROv9A\",\"src\":\"serp\",\"rvb\":\"ErEDChM4NjU4ODgzODkyMjM3NjU1MDI5ChQxNjcwMDQ4NjQ2NDU1NTAwMDE3MQoUMTEyNjQ3NjcxNjEzMjYxOTM4NjAKFDE1MzM0MjU4NjU5NjIzOTI3ODM2ChQxNTI1OTE0MDM4MTYyNDkxNjI4NAoTNDMyODIxMjQ2Mjg2NzI3MTYxOQoTMzUyMjc1NTI0MjE4NzczOTI2OAoUMTI4NDkxNjM3MzYyMjAzMjU3MDUKFDExODU0NDU0NDEzMzY0ODAzNTQ2ChQxMzE1NDExNzQxMzU1Mjg0MTg2NgoTNjgzODY4MDQ4MzM2NzkyNzg4MgoTNTY2NjkxODM2NDg2ODM4NTMzMgoUMTMzMzM2MzM0MzI3MzkwMTYyNzIKFDExNDUwMzI2MTAzNzk5NTQwNjE5ChM5ODM4OTc2MTU0NTc3MjgyMzkyChQxMTIyMDgzNTQ3NjIzODc0ODEyOAoUMTI2OTUzMzEwMzAyMDE3MjUwNjMKEzQyNjMxMzg4NDc4NTA4NjcwNDkKFDEzNTUyNzIxMDYxOTg0ODMyMzIxChQxMjg3NzY0MzkxMzQ4MzA4MzQ0NhoWChQxMjY5NTMzMTAzMDIwMTcyNTA2M1oUMTI2OTUzMzEwMzAyMDE3MjUwNjNq2QISATAYACJFGjEACipoaGZxZmltbWNkaGZuaWNkaGhVQ3pINzNYSlJnSzJFUTdDT25HOERreUESAgASKhDCDw8aDz8TkgiCBCQBgAQrKosBEAEaeIEODAMDAAAA_gDuCP8I_QIP_QYC9wAAAOH6A_YH-wIA_QQA_AUAAAD1Cvz5BAAAAPby_Qn3_wEADg79_vgAAAAS_gD4_wAAAPcP7wH_AQAADQr98QEAAAALBPgFAAAAAAcPAA7-AAAABxHv_AEAAADz6vcFAAAAACAALYRp0zs4E0AJSE5QAipzEAAaYCv_AEIi8N634jDkGOke9ufv9uT4zUH_CM4Arhn-9v4Q3LgGIf9RGgEcoQAAACrlnvULAPVyv-P65d4YAKbU0tgNfQYKAN_6BPCB0y36Li4RJB4xQACl7vsTLb8ALRTwCSAALeBfGTs4E0AJSG9QAjAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=1xs1siROv9A","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["12695331030201725063"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null},"4263138847850867049":{"videoId":"4263138847850867049","docid":"34-7-3-Z74DBAE096C4901F8","description":"Merhaba, bu dersimizde Whisper modelini kullanarak sesleri nasıl metinlere çevireceğimizi ele aldık. 🔗 Proje dosyaları: https://github.com/TirendazAcademy/Ge... 🚀 Destek olmak için bize katılın...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1990975/5b7bc9d93a4c1940667d23ddfe8c4384/564x318_1"},"target":"_self","position":"19","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","isAdultDoc":false,"relatedParams":{"text":"Whisper modeli ile Speech-to-Text | OpenAI API ile Üretken Yapay Zeka - 28","related_orig_text":"Tirendaz Academy","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tirendaz Academy\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=J4XTtfliqpQ\",\"src\":\"serp\",\"rvb\":\"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_E9UFggQkAYAEKyqLARABGniB-xIICgL-APv-A_8DBP4B-_b8Bvr9_QDXCAD9CPgEAPr5C_kCAAAA6PvwCgQAAAD2_vsI8_8BAA8O_f73AAAAE_4A-P8AAAD2C_YN_wEAAAf_AfICAAAADv3--P8AAAAHEAAP_gAAAAgc-AAAAAAA--v-_wAAAAAgAC1ohMw7OBNACUhOUAIqcxAAGmAYBAA4EwQE2PE83xn8FAnX9xzb9N5N_xHmALYr6gEJCvXFFTb_N_v9CqsAAABJ4M_3CADpafLf-AbaKQvGoODnNn_1CSX5BAHhps9G_CYkEQ8jDx8Auf_5HyKx9ycnCxwgAC0efig7OBNACUhvUAIwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=J4XTtfliqpQ","parent-reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["4263138847850867049"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null}},"dups":{"8658883892237655029":{"videoId":"8658883892237655029","title":"Build your chatbot with Ollama, LangChain and Streamlit","cleanTitle":"Build your chatbot with Ollama, LangChain and Streamlit","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=ADSCdSGvpn0","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/ADSCdSGvpn0?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Academy","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Academy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":976,"text":"16:16","a11yText":"Süre 16 dakika 16 saniye"},"views":{"text":"1bin","shouldShowInSnippet":true,"a11yText":"1 bin izleme"},"date":"26 nis 2025","modifyTime":1745700524000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/ADSCdSGvpn0?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=ADSCdSGvpn0","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":976},"parentClipId":"8658883892237655029","href":"/preview/8658883892237655029?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/8658883892237655029?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"16700486464555000171":{"videoId":"16700486464555000171","title":"Java Yapay Zeka Geliştirmede Python'ı Geride Bırakabilir Mi?","cleanTitle":"Java Yapay Zeka Geliştirmede Python'ı Geride Bırakabilir Mi?","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Lo1DnNzwSxI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Lo1DnNzwSxI?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz AI","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+AI","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz AI. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":384,"text":"6:24","a11yText":"Süre 6 dakika 24 saniye"},"views":{"text":"1,2bin","shouldShowInSnippet":true,"a11yText":"1,2 bin izleme"},"date":"27 kas 2024","modifyTime":1732665600000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/Lo1DnNzwSxI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Lo1DnNzwSxI","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":384},"parentClipId":"16700486464555000171","href":"/preview/16700486464555000171?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/16700486464555000171?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"11264767161326193860":{"videoId":"11264767161326193860","title":"Evrişimli Sinir Ağları (CNN) Mimarisi TensorFlow ile Derin Öğrenme","cleanTitle":"Evrişimli Sinir Ağları (CNN) Mimarisi TensorFlow ile Derin Öğrenme","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=4rgnwzhRnh8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/4rgnwzhRnh8?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz AI","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+AI","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz AI. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":867,"text":"14:27","a11yText":"Süre 14 dakika 27 saniye"},"views":{"text":"3,1bin","shouldShowInSnippet":true,"a11yText":"3,1 bin izleme"},"date":"13 mayıs 2024","modifyTime":1715558400000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/4rgnwzhRnh8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=4rgnwzhRnh8","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":867},"parentClipId":"11264767161326193860","href":"/preview/11264767161326193860?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/11264767161326193860?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"15334258659623927836":{"videoId":"15334258659623927836","title":"LangChain: Models | Python ile Üretken Yapay Zeka - 3","cleanTitle":"LangChain: Models | Python ile Üretken Yapay Zeka - 3","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=1nplHeGQFBM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/1nplHeGQFBM?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz AI","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+AI","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz AI. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":861,"text":"14:21","a11yText":"Süre 14 dakika 21 saniye"},"views":{"text":"1,9bin","shouldShowInSnippet":true,"a11yText":"1,9 bin izleme"},"date":"20 nis 2024","modifyTime":1713571200000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/1nplHeGQFBM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=1nplHeGQFBM","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":861},"parentClipId":"15334258659623927836","href":"/preview/15334258659623927836?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/15334258659623927836?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"15259140381624916284":{"videoId":"15259140381624916284","title":"LangChain: Çalışma Ortamının Kurulumu | Python ile Üretken Yapay Zeka - 2","cleanTitle":"LangChain: Çalışma Ortamının Kurulumu | Python ile Üretken Yapay Zeka - 2","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=T1ENn59Ow3I","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/T1ENn59Ow3I?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Academy","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Academy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":806,"text":"13:26","a11yText":"Süre 13 dakika 26 saniye"},"views":{"text":"2,6bin","shouldShowInSnippet":true,"a11yText":"2,6 bin izleme"},"date":"2 mar 2024","modifyTime":1709374795000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/T1ENn59Ow3I?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=T1ENn59Ow3I","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":806},"parentClipId":"15259140381624916284","href":"/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/15259140381624916284?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"4328212462867271619":{"videoId":"4328212462867271619","title":"Generative AI için LangChain | Python ile Üretken Yapay Zeka - 1","cleanTitle":"Generative AI için LangChain | Python ile Üretken Yapay Zeka - 1","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=xd8b8-nLIpg","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/xd8b8-nLIpg?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Academy","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Academy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":214,"text":"3:34","a11yText":"Süre 3 dakika 34 saniye"},"views":{"text":"4bin","shouldShowInSnippet":true,"a11yText":"4 bin izleme"},"date":"23 şub 2024","modifyTime":1708646400000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/xd8b8-nLIpg?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=xd8b8-nLIpg","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":214},"parentClipId":"4328212462867271619","href":"/preview/4328212462867271619?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/4328212462867271619?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"3522755242187739268":{"videoId":"3522755242187739268","title":"LangChain: Retrieval Chain Tekniği | Python ile Üretken Yapay Zeka - 6","cleanTitle":"LangChain: Retrieval Chain Tekniği | Python ile Üretken Yapay Zeka - 6","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Nhx18FoMrQY","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Nhx18FoMrQY?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Akademi","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Akademi","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Akademi. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1144,"text":"19:04","a11yText":"Süre 19 dakika 4 saniye"},"date":"14 şub 2024","modifyTime":1707868800000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/Nhx18FoMrQY?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Nhx18FoMrQY","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":1144},"parentClipId":"3522755242187739268","href":"/preview/3522755242187739268?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/3522755242187739268?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"12849163736220325705":{"videoId":"12849163736220325705","title":"ChatGPT vs GPT 4 Yapay Zeka Dersleri","cleanTitle":"ChatGPT vs GPT 4 Yapay Zeka Dersleri","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=YEtkNvWP_IQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/YEtkNvWP_IQ?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"rutube.ru","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"cnV0dWJlLnJ1OzM0MzM3ODk0","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=cnV0dWJlLnJ1OzM0MzM3ODk0&how=tm&text=%D0%A7%D0%B0%D1%82%D1%8B+%D0%93%D0%9F%D0%A2+%D0%B4%D0%BB%D1%8F+%D0%BD%D0%BE%D0%B2%D0%B8%D1%87%D0%BA%D0%BE%D0%B2","a11yText":""},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":884,"text":"14:44","a11yText":"Süre 14 dakika 44 saniye"},"date":"30 oca 2023","modifyTime":1675109960000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/YEtkNvWP_IQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=YEtkNvWP_IQ","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":883},"parentClipId":"12849163736220325705","href":"/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/12849163736220325705?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"11854454413364803546":{"videoId":"11854454413364803546","title":"Hugging Face ile Generative AI Uygulaması Yapalım NLP Projesi","cleanTitle":"Hugging Face ile Generative AI Uygulaması Yapalım NLP Projesi","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=gixq815mDYI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/gixq815mDYI?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"rutube.ru","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"cnV0dWJlLnJ1OzM0MzM3OTQ2","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=cnV0dWJlLnJ1OzM0MzM3OTQ2&how=tm&text=%D0%A0%D0%B0%D0%B7%D0%B3%D0%BE%D0%B2%D0%BE%D1%80%D1%8B+%D1%81+%D0%A7%D0%B0%D1%82%D0%93%D0%9F%D0%A2%3A+%D0%9F%D1%80%D0%B5%D0%BE%D0%B4%D0%BE%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5+%D0%BA%D0%BE%D0%BC%D0%BC%D1%83%D0%BD%D0%B8%D0%BA%D0%B0%D1%82%D0%B8%D0%B2%D0%BD%D1%8B%D1%85+%D0%BF%D1%80%D0%B5%D0%B3%D1%80%D0%B0%D0%B4","a11yText":""},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1134,"text":"18:54","a11yText":"Süre 18 dakika 54 saniye"},"date":"4 kas 2023","modifyTime":1699056000000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/gixq815mDYI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=gixq815mDYI","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":1134},"parentClipId":"11854454413364803546","href":"/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/11854454413364803546?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"13154117413552841866":{"videoId":"13154117413552841866","title":"GPT-4 NASIL KULLANILIR Yapay Zekada Devrim","cleanTitle":"GPT-4 NASIL KULLANILIR Yapay Zekada Devrim","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=ydY5LnlJCQ8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/ydY5LnlJCQ8?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"rutube.ru","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"cnV0dWJlLnJ1OzM0MzM3OTA2","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=cnV0dWJlLnJ1OzM0MzM3OTA2&how=tm&text=%D0%A8%D0%B0%D0%B3+%D0%B7%D0%B0+%D1%88%D0%B0%D0%B3%D0%BE%D0%BC%3A+%D0%A7%D0%B0%D1%82%D1%8B+%D0%93%D0%9F%D0%A2+%D0%BD%D0%B0+%D1%8F%D0%B7%D1%8B%D0%BA%D0%B5+%D0%BF%D0%BE%D0%BD%D0%B8%D0%BC%D0%B0%D0%BD%D0%B8%D1%8F","a11yText":""},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":876,"text":"14:36","a11yText":"Süre 14 dakika 36 saniye"},"date":"18 mar 2023","modifyTime":1679140811000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/ydY5LnlJCQ8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=ydY5LnlJCQ8","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":876},"parentClipId":"13154117413552841866","href":"/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/13154117413552841866?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"6838680483367927882":{"videoId":"6838680483367927882","title":"LangChain: Bir Web Sitesi ile Konuş | Python ile Üretken Yapay Zeka - 7","cleanTitle":"LangChain: Bir Web Sitesi ile Konuş | Python ile Üretken Yapay Zeka - 7","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=t3y19cm6rWg","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/t3y19cm6rWg?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Academy","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Academy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1174,"text":"19:34","a11yText":"Süre 19 dakika 34 saniye"},"date":"14 şub 2024","modifyTime":1707868800000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/t3y19cm6rWg?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=t3y19cm6rWg","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":1174},"parentClipId":"6838680483367927882","href":"/preview/6838680483367927882?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/6838680483367927882?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"5666918364868385332":{"videoId":"5666918364868385332","title":"LangChain: Agentlar ile Çalışmak | Python ile Üretken Yapay Zeka - 8","cleanTitle":"LangChain: Agentlar ile Çalışmak | Python ile Üretken Yapay Zeka - 8","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=7EcH5yjNEtk","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/7EcH5yjNEtk?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Akademi","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Akademi","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Akademi. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1168,"text":"19:28","a11yText":"Süre 19 dakika 28 saniye"},"date":"14 şub 2024","modifyTime":1707868800000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/7EcH5yjNEtk?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=7EcH5yjNEtk","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":1168},"parentClipId":"5666918364868385332","href":"/preview/5666918364868385332?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/5666918364868385332?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"13333633432739016272":{"videoId":"13333633432739016272","title":"LangChain: Chain'ler ile Çalışmak | Python ile Üretken Yapay Zeka - 5","cleanTitle":"LangChain: Chain'ler ile Çalışmak | Python ile Üretken Yapay Zeka - 5","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=wZyplhlYvQk","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/wZyplhlYvQk?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Akademi","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Akademi","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Akademi. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":781,"text":"13:01","a11yText":"Süre 13 dakika 1 saniye"},"date":"14 şub 2024","modifyTime":1707868800000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/wZyplhlYvQk?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=wZyplhlYvQk","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":781},"parentClipId":"13333633432739016272","href":"/preview/13333633432739016272?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/13333633432739016272?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"11450326103799540619":{"videoId":"11450326103799540619","title":"LangChain: Promptlar ile Çalışmak | Python ile Üretken Yapay Zeka - 4","cleanTitle":"LangChain: Promptlar ile Çalışmak | Python ile Üretken Yapay Zeka - 4","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=4hGNveqnN5I","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/4hGNveqnN5I?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Academy","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Academy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":698,"text":"11:38","a11yText":"Süre 11 dakika 38 saniye"},"date":"13 şub 2024","modifyTime":1707782400000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/4hGNveqnN5I?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=4hGNveqnN5I","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":698},"parentClipId":"11450326103799540619","href":"/preview/11450326103799540619?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/11450326103799540619?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"9838976154577282392":{"videoId":"9838976154577282392","title":"Üretken Yapay ZEKA'nın (Generative AI) Gücünü Keşfet - 2","cleanTitle":"Üretken Yapay ZEKA'nın (Generative AI) Gücünü Keşfet - 2","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Yw-UFYOBIZ0","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Yw-UFYOBIZ0?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz AI","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+AI","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz AI. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":535,"text":"8:55","a11yText":"Süre 8 dakika 55 saniye"},"views":{"text":"2,3bin","shouldShowInSnippet":true,"a11yText":"2,3 bin izleme"},"date":"10 şub 2024","modifyTime":1707571413000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/Yw-UFYOBIZ0?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Yw-UFYOBIZ0","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":535},"parentClipId":"9838976154577282392","href":"/preview/9838976154577282392?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/9838976154577282392?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"11220835476238748128":{"videoId":"11220835476238748128","title":"Yeni Rüzgar Üretken Yapay ZEKA Generative AI Nedir Giriş","cleanTitle":"Yeni Rüzgar Üretken Yapay ZEKA Generative AI Nedir Giriş","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=l0OAbS6aSyw","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/l0OAbS6aSyw?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Academy","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Academy","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Academy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":165,"text":"2:45","a11yText":"Süre 2 dakika 45 saniye"},"views":{"text":"4,1bin","shouldShowInSnippet":true,"a11yText":"4,1 bin izleme"},"date":"3 şub 2024","modifyTime":1706966328000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/l0OAbS6aSyw?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=l0OAbS6aSyw","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":165},"parentClipId":"11220835476238748128","href":"/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/11220835476238748128?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"12695331030201725063":{"videoId":"12695331030201725063","title":"İyi Bir Prompt Nasıl Yazılır? | OpenAI API ile Üretken Yapay Zeka - 29","cleanTitle":"İyi Bir Prompt Nasıl Yazılır? | OpenAI API ile Üretken Yapay Zeka - 29","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=1xs1siROv9A","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/1xs1siROv9A?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Akademi","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Akademi","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Akademi. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1042,"text":"17:22","a11yText":"Süre 17 dakika 22 saniye"},"date":"27 oca 2024","modifyTime":1706313600000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/1xs1siROv9A?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=1xs1siROv9A","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":1042},"parentClipId":"12695331030201725063","href":"/preview/12695331030201725063?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/12695331030201725063?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false},"4263138847850867049":{"videoId":"4263138847850867049","title":"Whisper modeli ile Speech-to-Text | OpenAI API ile Üretken Yapay Zeka - 28","cleanTitle":"Whisper modeli ile Speech-to-Text | OpenAI API ile Üretken Yapay Zeka - 28","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=J4XTtfliqpQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/J4XTtfliqpQ?enablejsapi=1&wmode=opaque\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"youtube","providerName":"youtube.com","sourceHost":"www.youtube.com","name":"youtube.com","secondPart":{"type":"CHANNEL","id":"d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ==","name":"Tirendaz Akademi","isVerified":false,"subscribersCount":0,"url":"/video/search?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&text=Tirendaz+Akademi","origUrl":"http://www.youtube.com/@TirendazAkademi","a11yText":"Tirendaz Akademi. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":725,"text":"12:05","a11yText":"Süre 12 dakika 5 saniye"},"date":"27 oca 2024","modifyTime":1706313600000,"isExternal":false,"shouldShowQuasar":false,"player":{"embedUrl":"https://www.youtube.com/embed/J4XTtfliqpQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=J4XTtfliqpQ","reqid":"1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL","duration":725},"parentClipId":"4263138847850867049","href":"/preview/4263138847850867049?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","rawHref":"/video/preview/4263138847850867049?channelId=d3d3LnlvdXR1YmUuY29tO1VDekg3M1hKUmdLMkVRN0NPbkc4RGt5QQ%3D%3D&how=tm&parent-reqid=1752780861548826-6246945378033205873-balancer-l7leveler-kubr-yp-klg-107-BAL&text=Tirendaz+Academy","isEmbedOnly":false}}},"viewer":{"_isInitial":false,"clips":{"items":{},"dups":{},"loadingStatus":"None"},"internal":{"videoId":"","sandboxEventPrefix":"sandbox:","sandboxVersion":"0xe4bf0db8254","isHermione":false,"isEmbedded":false,"from":"yavideo","service":"ya-video","hbPeriod":30,"rknWarnHosts":[""],"table":"video_tech","nonce":"2469453780332058737107","errorList":[],"isAdultAdv":false,"isImportantCommonAdv":false,"shouldShowAdvId":false,"advConfig":{"under-player":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"under-player-lite":{"regular":{"default":"R-I-48058-728"},"adult":{"default":"R-I-474674-103"}},"under-player-old":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"video-list":{"regular":{"default":"R-I-48058-708","mail":"R-A-13411721-2"},"adult":{"default":"R-I-474674-101","mail":"R-A-13426421-2"}},"search-list":{"regular":{"default":"R-I-48058-715","mail":"R-A-13411721-3"},"adult":{"default":"R-I-474674-108","mail":"R-A-13426421-3"}},"search-grid-row":{"regular":{"default":"R-I-48058-718","mail":"R-A-13411721-4"},"adult":{"default":"R-I-474674-109","mail":"R-A-13426421-4"}},"search-grid-head":{"regular":{"default":"R-I-2120168-7"}},"search-list-right":{"regular":{"default":"R-I-8843654-1"}},"before-player-old":{"regular":{"default":"R-I-2120168-1"}},"before-player":{"regular":{"default":"R-I-2120168-1"}}},"shouldValidateSandbox":false,"sandboxInitTimeout":15000,"isSSROnlyMastheadEnabled":true,"query":"Tirendaz Academy","queryUriEscaped":"Tirendaz%20Academy","filterMode":1,"isUserChild":false},"playbackQueue":{"currentIndex":0,"items":[]},"related":{"items":[],"pages":[],"loadingStatus":"None","nextPageNum":0,"ncrnd":0},"playlist":{"items":{}}}}