{"pages":{"search":{"query":"Tech Edge AI-ML","originalQuery":"Tech Edge AI-ML","serpid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","parentReqid":"","serpItems":[{"id":"10699379929411735328-0-0","type":"videoSnippet","props":{"videoId":"10699379929411735328"},"curPage":0},{"id":"8699615301116556287-0-1","type":"videoSnippet","props":{"videoId":"8699615301116556287"},"curPage":0},{"id":"9259960712254592602-0-2","type":"videoSnippet","props":{"videoId":"9259960712254592602"},"curPage":0},{"id":"9739218140925800213-0-3","type":"videoSnippet","props":{"videoId":"9739218140925800213"},"curPage":0},{"id":"R-I-113683-5-0-4","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":4,"grab":"dFRlY2ggRWRnZSBBSS1NTAo=","statId":4,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","ui":"desktop","yuid":"5231819621769471447"}}},"isAdult":false,"position":4,"placement":"empty"},"curPage":0},{"id":"18231597901910614044-0-5","type":"videoSnippet","props":{"videoId":"18231597901910614044"},"curPage":0},{"id":"4945472941095506849-0-6","type":"videoSnippet","props":{"videoId":"4945472941095506849"},"curPage":0},{"id":"17273481491290625433-0-7","type":"videoSnippet","props":{"videoId":"17273481491290625433"},"curPage":0},{"id":"6961625262317122591-0-8","type":"videoSnippet","props":{"videoId":"6961625262317122591"},"curPage":0},{"id":"10910324392852335881-0-9","type":"videoSnippet","props":{"videoId":"10910324392852335881"},"curPage":0},{"id":"10077216840399239805-0-10","type":"videoSnippet","props":{"videoId":"10077216840399239805"},"curPage":0},{"id":"R-I-113683-5-0-11","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":11,"grab":"dFRlY2ggRWRnZSBBSS1NTAo=","statId":11,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","ui":"desktop","yuid":"5231819621769471447"}}},"isAdult":false,"position":11,"placement":"empty"},"curPage":0},{"id":"874211423765039894-0-12","type":"videoSnippet","props":{"videoId":"874211423765039894"},"curPage":0},{"id":"14404412238359147806-0-13","type":"videoSnippet","props":{"videoId":"14404412238359147806"},"curPage":0},{"id":"957451522105010849-0-14","type":"videoSnippet","props":{"videoId":"957451522105010849"},"curPage":0},{"id":"18092531064917286591-0-15","type":"videoSnippet","props":{"videoId":"18092531064917286591"},"curPage":0},{"id":"4216875092062874524-0-16","type":"videoSnippet","props":{"videoId":"4216875092062874524"},"curPage":0},{"id":"1973310642339615308-0-17","type":"videoSnippet","props":{"videoId":"1973310642339615308"},"curPage":0},{"id":"4933690301896094439-0-18","type":"videoSnippet","props":{"videoId":"4933690301896094439"},"curPage":0},{"id":"16608899222910804855-0-19","type":"videoSnippet","props":{"videoId":"16608899222910804855"},"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,"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":"dFRlY2ggRWRnZSBBSS1NTAo=","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","ui":"desktop","yuid":"5231819621769471447"}}},"isAdult":false,"position":0,"placement":"search-list-right"},"curPage":0}],"isAdultQuery":false,"errorList":[],"layout":"list","retpath":"https%3A%2F%2Fgs.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3DTech%2BEdge%2BAI-ML"},"main":{"_isInitial":true,"snippets":[],"serpFooter":{"linksGroups":[]},"isLoggedIn":false,"tags":[]}},"internal":{"nonce":"6000068487814199746759","expFlags":{"video_settings_toolbar_redesign":1,"velocity_delay_drawer":1,"video_feedback_in_d2d":1,"video_viewer_heartbeat_disabled_in_no_js_api":1,"video_search_toggle_with_text":1,"velocity_disable_suspense":1,"video_viewer_desktop_smart_layout":1,"dark_theme_desktop":"cookie","distr_splashscreen_on":1,"video_viewer_check_sandbox_origin":1,"video_font_yandex_sans":1,"video_adv_new_show_rules":1,"video_resource_loader":1,"video_adv_config_desktop":{"search-list":{"adult":{"default":"R-I-474674-135","mail":"R-A-13426421-23"},"regular":{"default":"R-I-48058-751","mail":"R-A-13411721-23"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"new_template_version":4,"video_search_page_no_islands":1,"video_vh_player_js":0,"video_masthead_ratio":"180,4","video_searchdata_scheme":1,"video_viewer_related_fail_error_screen":1,"velocity_delay_metrika":1,"video_viewer_no_islands":1,"video_viewer_channel_link_mode":2,"video_partner_label":1,"video_resource_loader_load_timeout":6000,"int_tr":1,"mmui_extended_escape_scheme":"searchdata.clips.0.authorname","tabs_order_version":"search,images,video,newstr,maps,translate,tr_ecom","spok":"id","video_suggest_use_serp":1,"video_search_grid_direct_repeat":6,"video_viewer_critical_error_codes":"101,102,103,100,151,152,153,154,155,156,150","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":{"enable-yabs-distr":1,"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,"bg-bert-video":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_blender":1,"video_search_grid_enable":0,"video_viewer_desktop_fix_d2d_scroll":1,"video_depot_viewer_legacy_counters":1,"video_search_grid_direct_start":3,"video_adv_new_show_rules_docs_count":1,"beauty_header_futuris_tab":9,"video_related_suggest_enable":1,"video_redirect_plug":2,"video_adv_grid_inplace":1,"distr_popup_on":1,"dark_theme_desktop_default_pref":"system","video_search_toggle_enable":1,"video_depot_viewer_related_adv_margin":400,"video_viewer_doc2doc_instant_load":1,"velocity_split_hydration":4,"video_duration_counter_new_format":1,"video_force_grid_on_premordie":1,"int_online_summarization_video_snippet":1,"video_morda_header_nav":1,"video_nohost_full_filter":1,"distr_pcode_off":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_viewer_host_link_mode":1},"slots":["1472323,0,73;1466867,0,55;1433081,0,55;66285,0,88;1473738,0,59;1424968,0,60;1460717,0,82;1462157,0,67;1460214,0,2;1152684,0,61;1472010,0,1;1459323,0,6;1471380,0,38;260554,0,22;123850,0,60;45958,0,23;1464524,0,61;1455763,0,27;1470250,0,29;1463532,0,92;1466296,0,30;1466081,0,89;1452016,0,20;1349038,0,60;658770,0,96;364898,0,96;1466618,0,33;1467620,0,7;1473864,0,80;1404017,0,61;263461,0,55;255406,0,55;1471179,0,86;1469396,0,10;1357005,0,37;1297912,0,55;1470414,0,6;259954,0,54;1462740,0,4;151171,0,34;128381,0,71;1281084,0,86;287509,0,10;1447467,0,95;1006734,0,26;1473595,0,42;1466396,0,59"],"isYandexNet":false,"platform":"desktop","isEnLogo":true,"retpath":"https%3A%2F%2Fgs.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3DTech%2BEdge%2BAI-ML","mordaUrl":"//yandex.com.tr/","videoSearchUrl":"https://gs.yandex.com.tr/video/search?text=Tech+Edge+AI-ML","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":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","backUrl":"//ya.ru","url":"https://gs.yandex.com.tr/video/search?text=Tech+Edge+AI-ML","isIntegrationTest":false,"isEndToEndTest":false,"shouldDropLogs":false,"seo":{"title":"Tech Edge AI-ML: Yandex'te 2 bin video bulundu","description":"Результаты поиска по запросу \"Tech Edge AI-ML\" в Яндексе","keywords":"яндекс видео, поиск видео, смотреть онлайн, сериалы, фильмы, клипы","shareTitle":"Tech Edge AI-ML — Яндекс — поиск по видео"},"isEmbedded":false,"isPumpkin":false,"sessionCsrfToken":"y70f624e6597aa3e58b97df1eee2465c1","reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"1472323,1466867,1433081,66285,1473738,1424968,1460717,1462157,1460214,1152684,1472010,1459323,1471380,260554,123850,45958,1464524,1455763,1470250,1463532,1466296,1466081,1452016,1349038,658770,364898,1466618,1467620,1473864,1404017,263461,255406,1471179,1469396,1357005,1297912,1470414,259954,1462740,151171,128381,1281084,287509,1447467,1006734,1473595,1466396","queryText":"Tech Edge AI-ML","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","userRegionName":"","userRegionId":"id() {\n return this._region.id;\n }","yandexuid":"5231819621769471447","uid":"0","isChildAccount":false}},"userTestids":"191768,238743,246500,253288,265553,270072,277807,274239,294077,278842,331010,338398,378416,359879,415420,644350,652605,645301,679708,689693,690449,696466,696473,722746,740796,776165,771230,781521,790415,801982,851450,886706,883477,900639,931367,937268,969063,935488,945314,989988,982463,991363,990185,1015567,1011895,1035320,1033956,1035241,1036046,1087297,1060131,1071879,1078818,1077703,1116602,1045814,1131637,1144233,1151726,1156933,1174275,1173000,1167408,1202006,1194718,1221235,1228280,1239596,1227266,1226860,1246754,1276447,1289213,1316370,1313283,1321224,1300570,1320679,1352408,1342688,1344637,1341968,1345362,1343279,1367583,1336673,1348424,1382036,1391511,1384451,1402882,1407422,1417605,1424780,1429092,1438908,1444206,1449283,1452713,1457995,1459277,1459585,1461130,1472666,1466451,1299604","regionId":20815,"isYaRu":false,"shouldUnmountSearchPageInViewer":false,"videoGlobalContext":{"platform":"desktop","isPumpkin":false,"language":"tr","user_time":{"epoch":"1769471452","tz":"America/Louisville","to_iso":"2026-01-26T18:50:52-0500","__is_plain":1},"isHermione":false,"shouldStubImages":true,"enableVideoPreviewInHermione":false,"reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","isEmbedded":false,"shouldShowMainPageButtonInViewer":false,"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":"1472323,1466867,1433081,66285,1473738,1424968,1460717,1462157,1460214,1152684,1472010,1459323,1471380,260554,123850,45958,1464524,1455763,1470250,1463532,1466296,1466081,1452016,1349038,658770,364898,1466618,1467620,1473864,1404017,263461,255406,1471179,1469396,1357005,1297912,1470414,259954,1462740,151171,128381,1281084,287509,1447467,1006734,1473595,1466396","queryText":"Tech Edge AI-ML","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","userRegionName":"","userRegionId":"id() {\n return this._region.id;\n }","yandexuid":"5231819621769471447","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":"6000068487814199746759","disableDoc2DocHostLink":false,"shouldHideChannelLink":false,"disableChannelLink":false,"userConnectionRtt":158,"animated":false,"isDoc2DocScrollFix":true,"smartDesktopLayout":true,"enableVIImprovements":false,"enableLazyPoster":false,"isAdvDisabled":false,"shouldShowVideoPlaylistPane":false,"isVideoTranslationSupported":false,"isSummaryDisabled":false,"isSummaryOnlineEnabled":true,"shouldRenderBroSummaryApiContainer":false,"shouldDropLogs":false,"shouldUseBeacon":false,"hasAdBlock":false,"rknWarnHosts":[""],"relatedAdvRootMargin":400,"postInstreamScreenDuration":2000,"minVideoDurationForInstream":120,"isInstreamEnabledInTesting":false,"isFinalHeartbeatDisabledInNoJsApi":true,"wildcard":false,"isAdvUnderPlayerRedesign":false,"disableEarlyEventsInD2d":false,"isDoc2DocInstantLoadEnabled":true,"disableEarlyEventsUnsubscribe":false,"showDebugRelatedURL":false,"shouldUseBetaErrorLogging":false,"shouldShowMetaUnderPlayer":false,"isVideoViewerMetaTitleHidden":false,"isStickyPlayerDisabled":false,"headerNoFavicon":false,"headerBranded":false,"shouldCensorSensitiveContent":false,"isAdvUnderPlayerTransparent":false,"isDoc2DocGridLayoutEnabled":false,"detailsRedesignEnabled":false,"detailsRedesignV2Enabled":false,"detailsRedesignV3Enabled":false,"isIslandsDisabled":true,"isD2DEmptyLoadFixDisabled":false,"isRoundedPlayerEnabled":false,"isSettingsToolbarRedesign":true,"isDoc2DocEmptyRetryEnabled":false,"isAdvUnderPlayerWithBackdrop":false,"isTouchAdvWithBackdrop":false,"isDoc2DocErrorScreenEnabled":true,"isDoc2DocFeedbackKebabEnabled":true,"isCommentsEnabled":false,"isCommentsCountOnSnippetsEnabled":false,"criticalErrorCodes":["101","102","103","100","151","152","153","154","155","156","150"],"isVideoMainButtonInitiallyCollapsed":false,"isAdvUnderPlayerWithInnerPadding":false,"isKebabAdvancedActionsEnabled":false,"isKebabOnTouchVideoSearchEnabled":false,"isAdvVideoListLikeUnderPlayer":false,"isSummaryInMetaButtons":false,"isSummaryInMetaButtonsDesktop":false,"isMetaCommentsButtonEnabled":false,"preventAdvHideOnEmpty":false},"shouldShowAdvId":false,"isAdultQuery":false,"isSensitivePage":false,"showSensitive":false,"shouldReplaceHref":false},"user":{"tld":"com.tr","isEuDomain":false,"login":"","passportId":"","isLoggedIn":false,"locationName":"Columbus","isFamily":false,"yandexuid":"5231819621769471447","ugcCsrfToken":"","family":1,"isChild":false},"config":{"skinMode":"system","skin":"light","version":"releases-frontend-video-v1.1754.0__7d090cb2d4d9823803190509a95d03c049893005","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":{"adult":{"default":"R-I-474674-135","mail":"R-A-13426421-23"},"regular":{"default":"R-I-48058-751","mail":"R-A-13411721-23"}},"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"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"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","extralinks":"3557","show":"487","feedback":"296","out":"3218","popup":"1544","scroll":"768","retry":"3545","region":"287","help":"177","settings":"1137","recommendations":"2671","home":"1319","soo":"65","youtube":"624","google":"66","bing":"568"}},"clips":{"items":{"10699379929411735328":{"videoId":"10699379929411735328","docid":"34-0-8-Z1F4D2691EB97F936","description":"In this video, learn how to build your own Small Language Model (SLM) from scratch using Python, PyTorch, and Hugging Face datasets. We’ll walk through every step — from data collection and...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3094013/6e9a7c0a1d69a084fa6d6f922814107e/564x318_1"},"target":"_self","position":"0","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DJuXlq-WNRBY","linkTemplate":"/video/preview/10699379929411735328?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Build a Small Language Model (SLM) From Scratch | Make it Your Personal Assistant | Tech Edge AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=JuXlq-WNRBY\",\"src\":\"serp\",\"rvb\":\"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_wIA9AP-AgAE_wEOAxIA9wEAAOMEA_X-_AIABPrx-PsBAAD2-vv5AQAAAP7-_v_4_gAACQf7-QQAAAAT-QL-9wAAAAcJAQr-AQAA7QgC-gIAAAAHAgX4_wAAAPoL-AP-AAAABPsEAwAAAAAX9PYCAQAAACAALbWT1js4E0AJSE5QAipzEAAaYAEFACoO9-rfGDzgGAbKKuMYMcro6x3_DugAGEnh0PkY66MONf8R7gDwrAAAAP8G5yTVAPtrGdbqDeUxDdeM3CAzfwMUGA5AHOLV9zHPCf4dGhcVKQDvC_cRL_fZWiA-JCAALfe-KDs4E0AJSG9QAiqvBhAMGqAGAAAgQQAAAEIAAJBBAAAAQAAAQMEAAJhBAACgQQAA8MEAAJrCAAAwwQAAQEAAALjBAACAPwAAQMAAAIBAAAA4wgAALEIAACjCAACqwgAAiEEAAKjBAACkwgAAiMIAADhCAADgwAAAVEIAAIC_AAAwwQAAAEIAABhCAAC4wQAA4EEAADTCAACAvwAAbMIAALBBAABwwQAAsEIAALBBAABAQAAAoEIAAGRCAADYQQAAwEEAAPBBAACowQAAgMEAAGDCAAA8QgAAgMEAAIDBAABQwgAA-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-AABQPQAAsj4AABw-AADYvQAA4DwAAIA7AAAbvwAA2L0AAGS-AABwPQAAML0AAEQ-AADYPQAAFL4AAIa-AAAsPgAAQLwAAKo-AAAhPwAAfz8AAHA9AACovQAAbD4AAHA9AABkPgAATD4AADA9AADIvQAAij4AANg9AACgPAAA6D0AAJI-AADIPQAAuD0AADw-AAAcvgAANL4AAFA9AACivgAAED0AAEA8AAB8vgAAoDwAAGw-AAATPwAAQDwAABy-AAB8vgAAwj4AABC9AAAMPgAALD4AADA9AACovQAAXz8AAKC8AAAcPgAAnj4AAAw-AACSvgAAML0AAEQ-IAA4E0AJSHxQASqPAhABGoACAAA8vgAAqL0AAEy-AABLvwAAHL4AAIY-AADYPQAAPD4AABS-AADgPAAAVL4AALi9AAD4vQAAZL4AAPg9AACgPAAAcL0AADs_AACYPQAAyj4AAJK-AACYvQAAgDsAAFA9AAAcvgAAoDwAAFS-AACAuwAATL4AAGS-AACoPQAAQLwAAEQ-AABkPgAA1j4AAKq-AADaPgAAUD0AAKK-AAC4PQAAgDsAAPg9AABUvgAAQDwAAGS-AABEvgAAf78AACS-AAAUvgAAgLsAABw-AAAwvQAAdD4AAJI-AADoPQAAmD0AAOC8AADgPAAA-D0AAEA8AACKPgAAyj4AADy-AACIvSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=JuXlq-WNRBY","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["10699379929411735328"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"8699615301116556287":{"videoId":"8699615301116556287","docid":"34-3-17-Z53C6F4CB4C9C457A","description":"Tired of AI hype and fake “get-rich-quick” promises? In this video, we break down real, practical AI projects you can build and monetize this year — no massive startup or coding degree required...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/760412/37f12508af163a7650d39d4a2de15a46/564x318_1"},"target":"_self","position":"1","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DrRkaCp0qeFI","linkTemplate":"/video/preview/8699615301116556287?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"7 AI Projects That Actually Make Money in 2025 | Tech Edge AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=rRkaCp0qeFI\",\"src\":\"serp\",\"rvb\":\"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_E4YEggQkAYAEKyqLARABGniB8QUDAfsFAO8DBgYAA_8B-_b9Bvr-_QDkBAP2_vwCAAEF-f3_AQAA_Pj9_AgAAAD3_f71-v8AAPoU_gUDAAAACggL_gMAAAAFFAD7_gEAAP0GDwIDAAAAEgQB_f8AAAD2BP8A__8AAPUQ_v4AAAAAAfzsAwD_AAAgAC0SBuA7OBNACUhOUAIqcxAAGmAKDgAg-hkG0OwTvzsI7fjmEB3R6PIX_wj9APcU2Lr29OWWFjL_9t4IB7EAAAASFycm8QDabTYUwyMC9Q7ype4oIH_5HtXtDgHZ6vgqqyQFGTfhHREA8EDT8y3jHHcR_y0gAC0yuic7OBNACUhvUAIqrwYQDBqgBgAAoEAAAOBBAAD4QQAAUEIAAHRCAACwQQAAZEIAAAjCAACMwgAAcMEAAHBBAADQQQAABMIAABBBAAA0QgAAcMEAANDBAABAQgAA-EEAALhBAAAsQgAAsMEAAGjCAADAQAAAQEAAAHhCAAA4wgAAyEEAAJhCAADAQAAA8MEAADBBAADAwAAAiEIAADTCAABQwQAAQEAAAOZCAACAQQAAGEIAAJBBAABwwQAAHEIAACBCAACgwAAA6MEAAJDBAACAQQAA-EEAAAjCAADwwQAAYEEAABxCAACAwAAAJEIAAOBBAAAcwgAAwMEAAFxCAAAYQgAAQMAAAKDBAABgwQAAEMIAANhBAABAwAAAiMEAAIA_AABIQgAAAMAAALDBAAAYQgAAqsIAAGBCAAAAQQAAqMEAAIC_AABAQQAAgL8AAEDBAADAQAAAUEEAAIxCAACwQgAAIEEAADxCAAAYwgAALEIAAJJCAAA8QgAAwEAAACDBAAAQQQAAFMIAAFBCAACwwQAAuMEAADxCAAB4QgAAGMIAAPDBAACAPwAAOEIAAIBBAAAQwQAAEEEAAAxCAAAwwQAAYEIAACBCAACAQQAAyMEAAABCAAAIwgAAXEIAAIzCAABAQgAAhsIAANDBAAAoQgAAiMEAAADBAAA8wgAABMIAAHBBAABgQQAACEIAADBBAACWwgAA0MIAACBBAAAQQQAApMIAAM5CAACoQQAAwMAAANjBAAAgQgAAosIAAEzCAACQQQAAFMIAANBBAAAgQgAAhkIAAIDAAABwwQAAIEEAANBBAAAAwAAA6MEAAKBAAAAIwgAAksIAAABAAACIwQAAAMIAAODAAADYwQAAUEEAAMBBAAAMQgAAksIAAADBAACgQAAAosIAAIA_AACAvwAABMIAAIJCAACmwgAAIMEAAKBAAADIwQAACMIAABBCAAC2wgAAoMEAAMBBAABIQgAAUMIAAADCAADwwQAAGMIAAHhCAACUwgAA0EEAAPZCAADwwQAAeEIAADzCAAAAwQAA2EEAAJDBAACoQQAA0EEAAIBBAAAQwQAAUMIAAGDBIAA4E0AJSHVQASqPAhAAGoACAAAsvgAAmD0AABw-AABcPgAARL4AAAw-AADgvAAAN78AABQ-AAAcvgAAnj4AAJK-AADoPQAABz8AAOI-AACivgAAnj4AADA9AAC2PgAA4j4AAH8_AADgPAAAoDwAAEw-AABAPAAAZD4AAAS-AABkPgAA2D0AAAQ-AABEPgAAHL4AADw-AAD4PQAAPD4AABQ-AACiPgAAuL0AAK6-AAB8PgAAoLwAAKY-AACYvQAAUD0AAKo-AABMPgAAtj4AAHC9AAAQPQAAxr4AAIo-AAD4vQAAtj4AAEQ-AADOPgAAfD4AAD8_AADIvQAAHD4AAP4-AACePgAATL4AAAw-AABkPiAAOBNACUh8UAEqjwIQARqAAgAA4DwAAHy-AAB8vgAALb8AADS-AAB8PgAAgDsAANI-AACovQAAED0AAGy-AADYPQAAcL0AADC9AAAwPQAAuD0AALq-AABBPwAA6L0AAIo-AADYPQAAjr4AAKC8AACAOwAAML0AAHA9AAB0vgAAgDsAAGy-AADgPAAAcD0AAIi9AACIPQAAVD4AAMo-AACSvgAA2j4AAGS-AADKvgAAgLsAAPg9AAD4PQAAMD0AAFA9AAD4PQAAur4AAH-_AADoPQAAqD0AAM6-AAAkvgAAuD0AAIg9AABcPgAATD4AAEQ-AACIvQAAHL4AAGw-AAA8PgAAVD4AAFQ-AACivgAATL4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=rRkaCp0qeFI","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["8699615301116556287"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"9259960712254592602":{"videoId":"9259960712254592602","docid":"34-11-4-ZA2C4E497CAB1B7C0","description":"Struggling to make AI understand your PDFs, Word files, PowerPoints, images, or even audio recordings? 😩 Microsoft just released a powerful open-source tool that solves this exact problem...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/217391/11da9b6aef58d7948600997cce33b513/564x318_1"},"target":"_self","position":"2","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D2VNFBev927w","linkTemplate":"/video/preview/9259960712254592602?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Learn Microsoft MarkItDown | Manage Your Files using AI | Tech Edge AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=2VNFBev927w\",\"src\":\"serp\",\"rvb\":\"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_E4IEJAGABCsqiwEQARp4gfsE-wAB_wD7AwMPCwn6AiP3Cgr1AwMA4gQD9f77AgAE9fv3BQEAAPb6-_gBAAAAAfYBBfX9AQD5Dvn7BAAAABgE_P0DAAAADwD7Bv4BAAD9BhACAwAAABj7_P4AAAAACP0C_Pj-_wH__AMKAAAAABj09gMBAAAAIAAt7d_OOzgTQAlITlACKnMQABpgDQYADw4R79jmHeLzD-sd5wb2tPfxCv8eHQALHuTO9TLSoyQa__DhBPGvAAAAIwbV8PwAvGoT2eQtDQz6wtPvCfN_xxrZDw7m5ufaLrwzBtlOBik4AP424hcvwvppB-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_AAAAwQAAAEAAAKTCAACiQgAAGEIAAMDAAACEwgAAUEEAABzCAAAgQgAAgEEAAMrCAAD4QQAAKEIAAKBAAACQwgAAIMEAAEDCAAAAQQAAYEIAAETCAAAwwQAAuEEAAJ5CAADoQQAA0MEAAIDAAADQQQAAhEIAADDBAABAQAAAsEEAAPjBAACgQQAAksIAAKBBAABAQQAA8EEAACBBAADkwgAAmEIAANjBAADYwQAAqMIAACDBAACwQQAAQEAAALBBAACowQAAgMIAAIBBAAAkQgAAgMAAACBBAAAoQgAALMIAAJrCAACIQQAAdEIAAFDBAABUwgAABMIAAOjBAAC4QgAAZEIAAMDAAADCQgAAIMIAAABBAADAwQAAAMEAAABBAAAMQgAA4MEAAADCAADAQAAAIEIAACTCAAAUwiAAOBNACUh1UAEqjwIQABqAAgAARL4AANg9AABMPgAAjj4AAKA8AAC4vQAAiL0AAGW_AAAUvgAA2L0AAJ4-AAA0vgAAyL0AAP4-AAAQPQAAsr4AABw-AADgPAAAtj4AAO4-AAB_PwAAgDsAAFC9AAA0PgAABD4AAI4-AADoPQAARD4AAFQ-AAAsPgAAdD4AAHS-AABwvQAATD4AALg9AAAMPgAAmD0AAJa-AACyvgAAUD0AAGS-AACIPQAALD4AANi9AAA8PgAA4DwAAAk_AAAUvgAAoDwAAJa-AACaPgAAiL0AABw-AAAQvQAAkj4AAIA7AABTPwAAED0AAMg9AABsPgAA7j4AADy-AAAMPgAAfD4gADgTQAlIfFABKo8CEAEagAIAAAw-AAD4PQAAqr4AACG_AACOvgAAqD0AAKi9AADYPQAAbD4AABA9AACOvgAAUL0AAJg9AACCvgAAlj4AAKC8AAB8vgAAMT8AABS-AAAJPwAAuL0AAJ6-AAAMPgAAgDsAAOC8AAA8PgAAZL4AABQ-AACevgAAVL4AABA9AADgvAAAXD4AAJY-AACuPgAARL4AAMI-AABAPAAAbL4AADA9AACIPQAAhj4AAEy-AADgPAAA2L0AAMK-AAB_vwAAqL0AAKK-AADIvQAAtr4AAIg9AAC4vQAA8j4AAIg9AABUPgAABL4AAPi9AACYvQAA2D0AAPg9AAD2PgAALD4AADy-IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=2VNFBev927w","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":null,"cheight":null,"cratio":null,"dups":["9259960712254592602"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"9739218140925800213":{"videoId":"9739218140925800213","docid":"34-5-11-ZE4EC317754B8E9A6","description":"In this video, we explore why Zed, a lightning-fast, Rust-powered code editor, is quickly becoming the go-to choice for modern developers—outshining VS Code, Cursor, and Claude Desktop. breakdown...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2846769/d83669cfd64edb0c9f3404bed1cb3f29/564x318_1"},"target":"_self","position":"3","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dzc1pAnjBVnU","linkTemplate":"/video/preview/9739218140925800213?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Meet Zed - Latest AI Driven IDE that can defeat Cursor, Claude or VSCode | Tech Edge AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=zc1pAnjBVnU\",\"src\":\"serp\",\"rvb\":\"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_E9wDggQkAYAEKyqLARABGniB-wT7AAH_APX4BgkPBvwBFPQHBvcAAADYAfb_-vgEAPIA_f7_AAAA-gv7AwIAAAADAfkF8v4BAP_7_gP6AAAACRAB_gMAAAAPDPsD_gEAAPX_8wID_wAAAP8E-v8AAAAO_PcC__8AAPYE_-wAAAAAAPD6DQAAAAAgAC3t3847OBNACUhOUAIqcxAAGmArCQAuKgH0v-AmtyHf6BTtC93int0Z_zGm_8cqAdjqAMWNIO7_StsaEJoAAAAtK9cV2gD_f_31-PPqRArdncEXIHAQDvXh4y339yZo0A_e2gzUaw8A8Cc5Cxu_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-MEAAODBAACgQAAAZEIAAIDBAACAwAAAqMEAANBBAAAoQgAAMMIAAMDAIAA4E0AJSHVQASqPAhAAGoACAACevgAAuj4AAEw-AACmPgAAor4AANg9AABQvQAAFb8AAHA9AABEvgAAEL0AAGS-AAAQPQAAij4AACQ-AABsvgAAVD4AABA9AADGPgAADz8AAH8_AAB0vgAAgLsAAFw-AAAcvgAAMD0AABw-AABAPAAAqD0AABA9AABQPQAALD4AAMg9AAAQPQAADD4AADQ-AAAkPgAAfL4AAIa-AAAwvQAAdL4AAEA8AACAOwAAyD0AADQ-AACYPQAAxj4AAJi9AAA8vgAADL4AABQ-AACgvAAALD4AANY-AADgPAAADD4AADE_AABQPQAAyD0AAJo-AACePgAABL4AAKg9AADoPSAAOBNACUh8UAEqjwIQARqAAgAAB78AAOA8AABcvgAAD78AACw-AABsPgAAiL0AAHQ-AABQPQAAqL0AAOq-AAD4PQAAgLsAALi9AAAMPgAAuD0AAGy-AABnPwAAuL0AANY-AAAQPQAA-L0AADQ-AACAOwAAZL4AAIo-AAC4PQAAqD0AADy-AAAMvgAAqD0AAHC9AAAMPgAAED0AADQ-AAAcvgAAMD0AAKC8AABMvgAAgLsAAIC7AACoPQAAsj4AABS-AADgPAAAjr4AAH-_AACuvgAAZL4AAKC8AADIvQAAND4AAJo-AACyPgAAvj4AADA9AACIvQAAML0AAIC7AAC4PQAAqD0AAGw-AAAwPQAAhr4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=zc1pAnjBVnU","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["9739218140925800213"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"18231597901910614044":{"videoId":"18231597901910614044","docid":"34-8-12-Z07500D01F90C4FD6","description":"Forget traditional OCR tools — they struggle with complex layouts, formulas, and multilingual documents. Meet PaddleOCR-VL, Baidu’s new 0.9-billion-parameter open-source model that’s redefining...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3492083/9e3a11f014dc024920603d24c5e1d8ae/564x318_1"},"target":"_self","position":"5","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DchUrQ3OV0fk","linkTemplate":"/video/preview/18231597901910614044?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Open Source Model that Outperforms GPT-4.0 and Gemini 2.5 Pro | Popular OCR Tools | Tech Edge AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=chUrQ3OV0fk\",\"src\":\"serp\",\"rvb\":\"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-A_0A8wIMAQME_gEU9AcG9wAAANYIAP0I-AQA8Pr1-v8AAAD5Avr-BgAAAPfzBwH5_gAADg4B-QUAAAAT_gD4_wAAAAYWAPr-AQAA9f8A_PkBAAAHAwX3_wAAAAAK-gkAAAAAChoBDAAAAAAI9wD-AAAAACAALcdayzs4E0AJSE5QAipzEAAaYBEKACj3AOTrCx_NEwHsKej6Hufyzin_KAMA3Dfh7u4d3IUfDv8b6w8RrwAAABQu5BLMANBrKvDoBwswB_uB9gY5ePAq6ur5DPvO2xPcKgkEH-ko8ADUJPIQMLf6UBMWDCAALfBLLDs4E0AJSG9QAiqvBhAMGqAGAAAAQgAA-EEAAGRCAABsQgAAAMIAAIBAAAAAAAAADMIAADzCAACoQQAA2EEAACDBAAAYwgAAYEEAAFBBAABAQQAAeEIAADDCAAAcwgAAAAAAAPDBAABMwgAAnsIAAFBCAABgQgAAJEIAAABAAABAwgAAoEAAAAAAAABwwQAAmkIAAKLCAABwwQAAYMIAAPBBAAD4wQAA_kIAALhBAACgwQAAqEIAAEDAAACGQgAAdEIAAEDAAAAswgAAoEAAAGTCAAB4QgAAgMEAACBBAACYwQAAEMEAAODAAACoQQAAsMEAAFTCAADwQQAAiEEAAOBBAABsQgAAIMEAAPjBAAAIwgAAMEEAAABBAABwQQAAcMIAABxCAAC4QQAAlEIAAJRCAACCwgAAfEIAABDBAADIwgAAGMIAADBBAAAAQgAAwMAAAFDCAACYwQAAGEIAAK5CAAAAAAAACEIAACzCAABQQgAA0EEAAODAAAAswgAAGEIAAOBBAAC-wgAAPEIAAAjCAAAgQQAAIEIAAPBBAAAMwgAAcMEAAPBBAACQQQAAMMIAALjBAAAcQgAAoEEAADBBAABgQQAAIEIAACBCAADAQAAAAAAAALjBAABsQgAAcEEAAKBBAABAwgAAIEIAAMjBAABAwgAAMMIAAAjCAAAYwgAAPEIAABRCAAAIQgAASMIAAAzCAABUwgAAoMEAAKBBAAA4wgAA4EEAACBCAADQwQAAJMIAAAAAAABkwgAAqMIAAGRCAACAwAAAAMAAAIBAAAAYQgAAkMEAAMDAAAAEQgAAgEAAAJBBAABgQQAAqMEAACzCAADAwQAAsMEAABzCAABAQAAAIMIAAODBAABEQgAAYMIAAPBBAABAQAAAEMIAABBBAABwwgAAQEIAAKBAAACYwQAAEMEAAHDBAAAQwQAABMIAAJhBAACgwAAApkIAACDCAAAAwgAAKEIAANBCAADgwQAAOMIAAAjCAABwwQAAgEIAAMBAAADAQQAAoEEAAOhBAADIQQAAcMEAAODAAAAYQgAAaEIAANjBAAAwQQAAdMIAAIBAAADgwQAAsMEgADgTQAlIdVABKo8CEAAagAIAAKK-AACCPgAAVD4AACw-AACYvQAAZD4AABw-AAA1vwAADL4AAOi9AACoPQAAFL4AADA9AACWPgAAyD0AAIa-AAD4PQAAgLsAAHQ-AAATPwAAfz8AAIC7AABQvQAADD4AAPg9AAB0PgAA4DwAAKC8AAA0PgAAVD4AAMg9AADYPQAAuD0AAMi9AACWPgAAUL0AALg9AAAUvgAABL4AAFQ-AABUvgAA4LwAADw-AAAQPQAAmL0AAGQ-AAC6PgAAuL0AAGS-AAA0vgAAij4AAPg9AAD4PQAAVD4AAEQ-AABQPQAAPT8AALg9AACWPgAAMD0AAI4-AABsvgAAyD0AADw-IAA4E0AJSHxQASqPAhABGoACAAAwPQAAgLsAALa-AAA5vwAAir4AAEC8AAAcvgAARD4AAAy-AADovQAAFL4AADy-AAAEvgAAor4AAII-AABAvAAAhr4AABs_AADgPAAAXD4AABQ-AADIvQAA2D0AAOC8AADYvQAAVD4AAOa-AAAwPQAAlr4AAMi9AADoPQAAgDsAAEC8AABMPgAAfD4AAIK-AAD6PgAAoLwAAMq-AAAMvgAAiL0AAGQ-AABEvgAAZD4AAOg9AAAMvgAAf78AAHy-AAAEvgAAJL4AABS-AACAOwAA6D0AAKo-AAAQvQAADD4AAKi9AAAwvQAAHD4AABA9AAB0PgAADT8AAKC8AAC2viAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=chUrQ3OV0fk","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["18231597901910614044"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"4945472941095506849":{"videoId":"4945472941095506849","docid":"34-6-5-ZA2BE8DFC281C1A9A","description":"Running a business solo can feel overwhelming… but with the right AI stack, you can run operations, marketing, content, and growth like a full-blown team. 5. Instantly.ai – Supercharge your cold...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3430053/db33bac48207aaa85e50203a543357a0/564x318_1"},"target":"_self","position":"6","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DrvU2SxPmfmE","linkTemplate":"/video/preview/4945472941095506849?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"5 AI Tools That Can Turn You Into One Man Army | Important AI Tools | Tech Edge AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=rvU2SxPmfmE\",\"src\":\"serp\",\"rvb\":\"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_E4IEJAGABCsqiwEQARp4gfv6AQT-AgD8-QYHAgf8Avv2_Qb6_v0A5AQD9f78AgAC-vv__wAAAP0C-wUBAAAA8wP-AfoAAAD8A_n9-wAAAAz6AAABAAAAEBD6-f4BAADx-_wDAwAAAAQC_QQAAAAAAQX9Bvn_AAH6AgQHAAAAAAz-_gEAAAAAIAAtwqTaOzgTQAlITlACKnMQABpgDA8AIP0Y7tTcC9ITANIC7Poe1P3-9v_6DQAQJvnh8R_pnOgZ_xfiEAW7AAAACBQFH-oA2Fck6uv8BA3-A-wGCxt_tgviER8P6K_6MeYp9Tcc8jkEAPAm-Pov4QJnF_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-MEAANDBAAAgQQAA_sIAACjCAAAwQQAA4EEAAIBAAAA0QgAABMIAAKBBAAAQQgAAkkIAAEzCAACcwgAAAEAAAODAAAD4QQAANMIAALDBAABEQgAAcMEAAFhCAACYwQAA6EEAANBBAAAYQgAAgD8AAFhCAACIQQAAAEAAAIDBAABAQCAAOBNACUh1UAEqjwIQABqAAgAAPL4AAEw-AAA8PgAAuj4AABA9AAAMPgAAEL0AACe_AAAEPgAAXL4AAEw-AAAEvgAA-D0AAOI-AAAMPgAAJL4AAJg9AADgPAAAVD4AAAM_AAB_PwAAuL0AAFy-AADYPQAAEL0AAIY-AADYPQAAgLsAAKo-AACOPgAA6D0AABC9AAB8vgAAPD4AABQ-AACgPAAAUL0AABy-AACyvgAAED0AAKi9AABAPAAAmj4AALg9AABEPgAAcD0AALY-AAAwPQAAED0AAI6-AAAUPgAAQLwAAJ4-AABUPgAAhj4AAPg9AABLPwAAFL4AAPg9AAA0PgAAzj4AAIK-AAAQPQAAgDsgADgTQAlIfFABKo8CEAEagAIAAEC8AACYvQAA6L0AAE2_AAAEvgAAgLsAAOg9AAD4PQAArj4AACS-AAAEvgAAiL0AANg9AABEvgAAyD0AAFA9AACavgAANT8AAJi9AAC6PgAA4DwAAN6-AABkPgAA2L0AAKg9AADqPgAApr4AAFw-AADgvAAARL4AAKC8AABAPAAAED0AAKg9AACGPgAAZL4AANI-AACOvgAAqL0AAEA8AACOPgAADD4AAOi9AADgPAAAZL4AAAu_AAB_vwAA2L0AAIK-AAAsPgAA7r4AAIo-AABUvgAA-j4AAHA9AABEPgAAgr4AAFS-AADIvQAAEL0AAEQ-AACgPAAA6D0AALi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=rvU2SxPmfmE","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":null,"cheight":null,"cratio":null,"dups":["4945472941095506849"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"17273481491290625433":{"videoId":"17273481491290625433","docid":"34-8-9-ZDFEFC838E15DB593","description":"In this episode, Guy explores deep research with generative AI. University of Nebraska-Lincoln (UNL) | College of Education and Human Sciences (CEHS) | Department of Teaching, Learning and...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1384582/1b89ce5c39fdfcbe51bb1b9807b916de/564x318_1"},"target":"_self","position":"7","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DjJpgFllUKeM","linkTemplate":"/video/preview/17273481491290625433?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Tech EDGE, AI in the Classroom: Deep Research with Generative AI","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=jJpgFllUKeM\",\"src\":\"serp\",\"rvb\":\"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_gAD-Q4PBgv5Axz9A_4c__8A3PcC-_n5AwD-9_AF-AEAAPcGAgIAAAAA_vH_9_f9AQD9GO7-AwAAABgE_P0DAAAAChH6D_4BAADyBAvxAgAAABP0AgEAAAAABQX_____AADp_wgBAAAAABQC-QAAAAAAIAAtaITMOzgTQAlITlACKnMQABpgDxYAIB30D8n3JMwc5N3_2vIA5ePR9v8m7P_4Jtz7D-XhgSMJ__Pc7xSuAAAAIuPzCfkA5mr_8NonMNn9Af65LTlm1y7X-PZP5MsC_80V4_AtEghBAN0x6ykytBUzAiUJIAAtZ6EuOzgTQAlIb1ACKq8GEAwaoAYAABRCAAAwQQAAEEIAACRCAABAwgAAIEIAAKBAAADgQQAAGMIAAPDBAAA4QgAAIEEAAHDCAADgwQAA-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-AACgPAAARL4AABm_AAD4PQAANL4AAFC9AAAcvgAADD4AAA8_AACoPQAAbL4AAEQ-AAAwPQAAzj4AACs_AAB5PwAAqL0AACS-AABkPgAAoLwAAEw-AAAQPQAAnr4AALI-AACyPgAAFD4AADy-AADoPQAAHL4AAIA7AABwPQAA-L0AAEy-AADmvgAAuj4AAOC8AAA0PgAA-D0AABS-AADYPQAAnj4AAAM_AACYvQAAcD0AAIK-AADgPAAAFL4AAPI-AADoPQAAyj4AAFQ-AAB_PwAAhr4AAMg9AADGPgAAtj4AAJa-AADgPAAAED0gADgTQAlIfFABKo8CEAEagAIAABC9AABAvAAAcL0AAFG_AACmvgAAiL0AACQ-AACAOwAAND4AAAQ-AABAvAAAVL4AADQ-AABcvgAAEL0AAKA8AACOvgAATz8AABA9AACGPgAATL4AAKK-AACAuwAAoLwAABA9AACoPQAAZL4AAAw-AAAEvgAAfL4AAKA8AADIPQAA4LwAAJI-AAC2PgAAyr4AAB8_AAAQvQAAxr4AAPi9AADYPQAATD4AANK-AAAQvQAABL4AAMa-AAB_vwAAqD0AAIi9AABsvgAAgLsAABA9AADgvAAAlj4AAFA9AAAUPgAA2L0AAOg9AABQPQAAoDwAAJ4-AACAOwAAXL4AANi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=jJpgFllUKeM","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["17273481491290625433"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"6961625262317122591":{"videoId":"6961625262317122591","docid":"34-5-13-ZCAA983542DC598E5","description":"🔍Discover how Edge AI is revolutionizing the world of technology by bringing artificial intelligence directly to the source of data. In this video, we break down the basics of Edge AI, explore...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3413106/09881f37eb728f69d527b263f158c8c5/564x318_1"},"target":"_self","position":"8","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DKlkUIn-GvIw","linkTemplate":"/video/preview/6961625262317122591?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI: The Future of Smart Technology Explained","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=KlkUIn-GvIw\",\"src\":\"serp\",\"rvb\":\"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_E_ABggQkAYAEKyqLARABGniB_BH4CP8CAPX-CgwCBvwBE_cB9_YBAADjBAP1_vwCAPYF__YBAAAAAfz4__8AAAD_8v_4-P0BAAML9v8EAAAAFPoJ_QEAAAABCQUE_gEAAO8BBv8DAAAAEggC9P8AAADw_An8_v8AAPIBBfsAAAAABfz5_gAAAAAgAC21k9Y7OBNACUhOUAIqcxAAGmAPEAAZHvbw7_433BoA8gsP6CTz28kAAA0AAP5C9bz-HOGqFgkA_ekR8r4AAAAIHCQoxwDLWPzt8gkeFOH_qusSJ38QE9r0O_8Sx-Hj-iTw5Ef_ExAADyQCADv38i4IDy0gAC2SVUA7OBNACUhvUAIqrwYQDBqgBgAAFEIAAJhBAAA0QgAABEIAAGDCAAAQwQAAoMEAAGDCAACYQQAAuEEAAMBBAAAwQQAAgMEAABBBAABgQQAAtMIAAFRCAADAwQAABEIAAIDAAAA8QgAAIEEAABBBAACgwQAABEIAAGRCAACAPwAAyMEAAABCAABQQgAAgD8AAJpCAAAowgAA-EEAAEBAAACAvwAA2EEAAP5CAACAwAAAAEAAAKBAAACAQAAAlkIAAFBBAAAAQQAAqEEAACjCAADYwQAAcMEAAIA_AACgwAAA2MEAAHjCAABQQQAAYEEAAMhBAAAIQgAAHMIAAEBCAACwQQAAmEEAAIC_AACAvwAA4MAAADjCAACEQgAA4EEAAEDBAACcwgAAaEIAAIhBAABMQgAA4MEAAMjBAADgwQAAhsIAABDCAACwQQAAmMEAAKbCAACOwgAAUEEAABRCAAC6QgAAUEEAAKhBAAAQwQAAwEAAABDCAACgQAAAIMIAAOBAAAAQwgAASMIAAGRCAADAwAAAeMIAADhCAADYwQAADMIAAEDBAAAgQQAAREIAAFzCAAC4wQAAMEIAAIhBAABcQgAAiEIAAFBBAAAYQgAA-MEAABzCAACAwAAAqkIAADBBAADAwAAAzMIAAFzCAAAAwgAAMEIAALDBAAAgwQAAiMIAAExCAACgQQAACEIAAJjCAADgQAAAmMIAAIJCAAAgQgAA-MEAAHBBAAAwwQAAEEIAAMDAAAAIwgAAZMIAALDCAAAMQgAAAMAAAADAAAA8QgAADMIAABRCAABQQgAAoMEAAKBBAABgwgAAuEEAAEDAAABAwQAAdMIAAKjBAAAAwQAAwMEAAIrCAACKQgAAXEIAAMDBAADAwAAAEMEAAPBBAABAQAAAAMIAAIBBAABEwgAA4EEAABDBAABswgAAoMAAADRCAAAgwgAAVMIAAFxCAACowQAAkMIAAKhBAACSQgAACMIAAOBBAACowQAAzsIAAOBAAAAAwQAAQMAAAGBCAADAwQAA4EAAAExCAADwwQAAoEAAAFhCAAAcwgAAYEEAACjCAACIQQAA0EEAACTCIAA4E0AJSHVQASqPAhAAGoACAABMvgAAFD4AALi9AACSPgAA-L0AAHy-AAAQPQAAN78AADC9AAAcvgAAqD0AANa-AABwvQAAMz8AAIg9AACevgAAQDwAADA9AACaPgAA3j4AAH8_AAB0vgAAJD4AAEA8AADovQAAjj4AAOg9AABkPgAADD4AAIg9AAB0PgAAJD4AANi9AADgvAAAmD0AAIC7AABUPgAA_r4AAMa-AACWPgAAnr4AABQ-AAAsPgAAoLwAAPg9AABUPgAAqj4AADA9AACAuwAAuL0AACQ-AABwvQAAED0AAI4-AADKPgAALD4AAFU_AABAPAAAfD4AAKI-AAAMPgAABL4AANg9AAAwvSAAOBNACUh8UAEqjwIQARqAAgAAgDsAANi9AACCvgAAZ78AADS-AADgPAAAoDwAAIg9AAD4vQAAoLwAAHC9AACivgAAyD0AALa-AABsPgAAQLwAAFC9AAAnPwAAND4AAIo-AAD4vQAAND4AADA9AAC4PQAAUL0AAMg9AAA8vgAAgDsAAHy-AABUvgAAiD0AAOA8AAAkPgAA2D0AAFA9AADSvgAAZD4AAAy-AAC2vgAAgDsAAHS-AACGPgAAnr4AABw-AADYvQAAVL4AAH-_AAAMvgAAUL0AAOi9AAAwvQAA6L0AAKC8AACCPgAAgDsAAPg9AADgvAAAFD4AACQ-AADYvQAAXD4AAKI-AAAEvgAAjr4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=KlkUIn-GvIw","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["6961625262317122591"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"10910324392852335881":{"videoId":"10910324392852335881","docid":"34-6-5-Z3F4AB6D7EB81731C","description":"How Edge AI is Revolutionizing Technology: Five Game-Changing Examples Imagine a world where your car makes life-saving decisions in a split second, hospitals predict emergencies before they...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3242830/e5d0ab93a4f1688677d8a31b499d6000/564x318_1"},"target":"_self","position":"9","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DO7vUi3kQuw8","linkTemplate":"/video/preview/10910324392852335881?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"How Edge AI is Revolutionizing Technology: 5 Game Changing Examples","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=O7vUi3kQuw8\",\"src\":\"serp\",\"rvb\":\"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-vsH_wIA-_UN_wcF_gEM_vsI9___AOjzDvkD_gEA9fcD__cAAAD-BgQKBAAAAAAECv_7_gEABAH2_gQAAAAHDPkO_AAAAAz8CwP-AQAA9_0KAfUCAAEIBAIKAAAAABMCBgD-__8A7gkD_gAAAAAK8_D8AQAAACAALSN_2Ds4E0AJSE5QAipzEAAaYCQVABYDAPXYFDThE-v5ABEcL_rU5QX_Ct0AFkUP__YM67wcKv8F4gr6uwAAABQYxhcGAAJZEvP5_gjtDMPj3wQkfwwZ5wMIGvSg9PwBLeITARMcFgAEBAr7FJbVVBIVDSAALZddQzs4E0AJSG9QAiqvBhAMGqAGAAAAQAAAcMEAAABCAACAwQAAQEAAAEDAAACgQAAAhkIAAK7CAAAgQQAAuEEAADDBAACowgAAZMIAAIBAAAAswgAAmMEAAEDBAABAwQAAEMIAAFxCAACiwgAAMEEAAGjCAABAQAAAREIAAGzCAABQQQAA-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-EEAAIBAAACowQAAUMEAADDBAADgQQAAwMEAAMDBAACswgAAgD8AADDBAABAwQAAuMEAAEBAAADgQQAAsMEAAOBBAADAQQAAqMEAAEBBAADIwQAAkEIAADhCAACOQgAAcEEAAGjCAADQQQAAcMEAAJDBAABAwQAAEMEAADDBAACAwQAAuMEAAKRCAACkwgAA-MEAAAjCAAAcwgAAAEEAABDBAAAwwQAAmkIAAADBAACYQQAA-EEAAKDBAADIwQAAyEEAAIBAAACwQQAA0EEAAMDBAABowgAAlsIgADgTQAlIdVABKo8CEAAagAIAAMg9AACSPgAAZL4AAFA9AACIvQAA4LwAAIo-AABRvwAAFL4AABC9AAA0PgAA7r4AAAy-AAAXPwAAXL4AAOK-AACivgAAyD0AAFw-AABJPwAAfz8AAHC9AABkvgAA4LwAAIq-AACOPgAAij4AAIg9AAAwPQAAkj4AAHw-AADgvAAA5r4AAOg9AACSPgAAJL4AAKI-AAB8vgAA8r4AADA9AACavgAAuL0AACw-AACIPQAAVL4AAKg9AAA8PgAA-L0AANg9AACAOwAAuD0AAEC8AAA8PgAA2j4AAAw-AADYPQAAXT8AAES-AAAUPgAAzj4AADA9AAAwPQAAVD4AALi9IAA4E0AJSHxQASqPAhABGoACAADgPAAA2L0AACS-AABBvwAATL4AALi9AAA8PgAAoLwAAIg9AABsvgAA6L0AAKq-AADgPAAAor4AAFw-AACAOwAAiD0AABs_AADIPQAAlj4AAMi9AADYvQAAoLwAAEC8AADgvAAALD4AAEy-AADYvQAAmL0AAKC8AACoPQAAND4AAKi9AADoPQAAHD4AAJi9AADaPgAAmD0AAJq-AAAQvQAALD4AAIY-AAA8vgAAXD4AAKi9AABwvQAAf78AAHy-AABMvgAAJL4AACQ-AAAMvgAAuD0AABA9AACIPQAADD4AAEC8AAAQvQAAqL0AAOC8AACCPgAALD4AAKK-AAAkviAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=O7vUi3kQuw8","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["10910324392852335881"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"10077216840399239805":{"videoId":"10077216840399239805","docid":"34-1-3-Z51114822B621CAC2","description":"Edge AI Explained #ai #artificialintelligence 🌐 Mastering AI at the Edge: Edge AI Explained 🧠 🚀 Join us on an exploration of Edge AI, a groundbreaking concept in artificial intelligence and...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3095413/7219e2a79a864875365a11d7e6c4a344/564x318_1"},"target":"_self","position":"10","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D4vkb7G4JQYY","linkTemplate":"/video/preview/10077216840399239805?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI Explained","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=4vkb7G4JQYY\",\"src\":\"serp\",\"rvb\":\"EqsDChQxMDY5OTM3OTkyOTQxMTczNTMyOAoTODY5OTYxNTMwMTExNjU1NjI4NwoTOTI1OTk2MDcxMjI1NDU5MjYwMgoTOTczOTIxODE0MDkyNTgwMDIxMwoUMTgyMzE1OTc5MDE5MTA2MTQwNDQKEzQ5NDU0NzI5NDEwOTU1MDY4NDkKFDE3MjczNDgxNDkxMjkwNjI1NDMzChM2OTYxNjI1MjYyMzE3MTIyNTkxChQxMDkxMDMyNDM5Mjg1MjMzNTg4MQoUMTAwNzcyMTY4NDAzOTkyMzk4MDUKEjg3NDIxMTQyMzc2NTAzOTg5NAoUMTQ0MDQ0MTIyMzgzNTkxNDc4MDYKEjk1NzQ1MTUyMjEwNTAxMDg0OQoUMTgwOTI1MzEwNjQ5MTcyODY1OTEKEzQyMTY4NzUwOTIwNjI4NzQ1MjQKEzE5NzMzMTA2NDIzMzk2MTUzMDgKEzQ5MzM2OTAzMDE4OTYwOTQ0MzkKFDE2NjA4ODk5MjIyOTEwODA0ODU1ChQxNjYyNDEyNzcwNzA2OTYzNTY3MwoTODA4NzM2NjMzNjkyNDI4MDY5NxoWChQxMDA3NzIxNjg0MDM5OTIzOTgwNVoUMTAwNzcyMTY4NDAzOTkyMzk4MDVqrw0SATAYACJFGjEACipoaHVjYWtreGVqZ2xhZ25kaGhVQ0ZQUGZJWlR0bXBycVpRT0JWZl83b1ESAgASKhDCDw8aDz8TrgGCBCQBgAQrKosBEAEaeIH8EfgI_wIA_PkGBwIH_AIO_fkBCf7_AOMEA_X-_AIA8_38_AgAAAD6Avv-BgAAAO35__P2AAAAAwv2_wQAAAAZ9vUI_QAAABgLDf_-AQAA9wEL_gIAAAAF_gMEAAAAAPj--Pz__wAA3wIABQAAAAAI8vkCAAAAACAALbWT1js4E0AJSE5QAipzEAAaYAAYAPIhA_T3CCTvBv4HAP0U3uzo5SAA_-kADRcM-RH76sYT-wAECPf01AAAAPIRFhrgAAg1FAkB-f7kCgHo7DgbfwcE7AkBCRDQ9_TQ_tIFHgwM-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-EEAAN5CAACAPwAAiEIAAIDAAABYwgAAhMIAAHzCAAAAQQAAyEEAALDBAABAwQAAcEEAAHBBAADgwAAAUMEAAIBCAABwwQAATMIAAOjBAABowgAAHMIAAEBAAAAQwgAAQMEAAExCAACeQgAA0MEAAIRCAABkwgAA4EAAADDBAAAMQgAAlsIAAIbCAABAwgAAiEEAALBBAADYwQAAgMAAAJjBAACIwQAAfEIAAIjBAADAwAAAcEIAAFhCAAAQQQAAKMIAAABAAABAwQAA4EEAAIDAAADAQQAAEMEAAAAAAAAAQgAAcMEAANDBAAAIwgAAjMIAAHhCAAAAwgAACMIAACDCAACYwQAAcEIAAODAAAAAQQAAYMEAABBBAAAwQQAAFEIAAEBCAACYQQAAiEEAAIC_AADwwQAAeEIAAIhBAACSQgAAQEEAAFDBAAAsQgAAkMEAAEzCAAAcwgAAkkIAANBBAACCwgAAwEEAAFBCAADIwQAAQMIAAGTCAACOwgAAEMIAAAjCAAAAQAAAoEEAAChCAABkQgAAUMIAAHjCAAAAwQAAQMEAAKDBAABAQQAAisIAAK7CAACIQQAAsMEgADgTQAlIdVABKo8CEAAagAIAAAS-AACYvQAAUD0AAHQ-AABkvgAAUL0AAOi9AABLvwAALD4AAOi9AACWPgAA8r4AAOg9AAALPwAAhj4AAMK-AAAUPgAADD4AAEw-AADaPgAAfz8AAHC9AACAuwAADD4AAKi9AAA0PgAAHD4AAAw-AABkPgAAQLwAAJo-AACCvgAAoLwAADA9AAAMPgAAuD0AABA9AACevgAAxr4AAFA9AACgvAAA6L0AAHQ-AAAQvQAAUD0AAKi9AABcPgAAuD0AAAS-AAB8vgAAmL0AABC9AACOPgAAdD4AANY-AACKPgAAfz8AAIA7AAB8PgAAlj4AAOY-AADovQAAVD4AAIg9IAA4E0AJSHxQASqPAhABGoACAADoPQAARL4AAJK-AABpvwAAFL4AADA9AABUPgAA4DwAAKA8AADgvAAAcL0AAPi9AABcPgAALL4AAFQ-AABAPAAA2L0AAC0_AAAwPQAApj4AACy-AACovQAAHD4AABA9AAAwvQAAmD0AAJ6-AAAwvQAAkr4AALi9AACIPQAA4DwAAAw-AACSPgAAgj4AALq-AAC-PgAAkr4AAJK-AAAwvQAAmD0AAFw-AACivgAAPD4AACy-AABkvgAAf78AAHC9AADovQAATL4AAIA7AADIPQAAoDwAAK4-AAA0vgAAVD4AAJi9AADIvQAAnj4AABS-AACaPgAAbD4AALq-AACCviAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=4vkb7G4JQYY","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["10077216840399239805"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"874211423765039894":{"videoId":"874211423765039894","docid":"34-10-2-Z996F9EEC7C609B67","description":"AI in the Classroom examines Grammarly's functionalities and its application of artificial intelligence to refine writing skills. University of Nebraska-Lincoln (UNL) | College of Education and...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4332919/324d1b9d04e5cd02032989d9b9fc7de7/564x318_1"},"target":"_self","position":"12","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DWMxbR51NtW8","linkTemplate":"/video/preview/874211423765039894?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Tech EDGE, AI in the Classroom: Grammarly","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=WMxbR51NtW8\",\"src\":\"serp\",\"rvb\":\"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_E7wDggQkAYAEKyqLARABGniB6gYLAgT8AAP5Dw8GDPkD7gEBBRsAAgDZAQ79BfkDAP7y7_wEAAAA7AkH-AYAAADs9gv_8gABAAYV-fEEAAAAFQQHBgUAAAAIDw4H_gEAAPMMBf72AQABDfwFAP8AAAAF_gL3AQAAAPQIAvcBAAAAIvYD_QABAAAgAC1MxcY7OBNACUhOUAIqcxAAGmARGQAbFQnW1AQn5AH25hEAAO3F5PX7ACEXAP4R8O0EBuSwFBT_6dzz-sMAAAAF6wEQGwDUTwTu2Agj6AoB390PEn8EJeXl6yz_7R8CriAh9ETyEBcAJSnuHw_nGywl_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_AACiQgAAEMEAABxCAADAQAAAcMEAAAxCAACkwgAAWMIAAMBCAAAMQgAAkEEAAKhBAAAAwAAAFEIAADzCAAC4wgAAEEIAAODAAABAQgAAsEEAAJBBAACaQgAAAEAAACzCAACgwAAAtkIAAFDCAACoQQAAAMIAABBCAAAwwgAABEIAAFzCAACAQAAArsIAAMhBAACYQgAAmEEAABzCAACOwgAAjMIAAAhCAABgwQAAmMEAADBCAABUQgAAEEEAAFBBAAA4wgAAUMIAADTCAADwQQAAkEEAAIDAAABAQgAAPEIAANhBAACwwQAA4MAAAMjBAAA0wgAAqMEAABxCAACQQQAAusIAACBBAAAAQgAAJMIAANjBAAAYQgAAYEIAABzCAAA4QgAAgEEAAIA_AABAQQAA4MEAAJpCAACgQQAAyEEAAPhBAAAwwgAAwMAAALDBAAAAwAAAwMEAALhBAADgwQAAYMEAAAAAAADeQgAADMIAAEDAAAAcwgAAjsIAALDBAACwwQAADMIAAIBCAACgQQAAQEEAAAAAAAAgwgAA-MEAAAxCAAAgQQAAPEIAAMBBAAD4QQAAAMIAAOjBIAA4E0AJSHVQASqPAhAAGoACAACIPQAAgr4AADw-AACKPgAAdL4AAJi9AABQvQAAS78AABC9AAAUPgAATD4AAJK-AACKPgAAKT8AACQ-AACavgAARD4AAOg9AACKPgAACT8AAHE_AABwvQAA4LwAAIg9AABAPAAAvj4AANY-AADIPQAAyD0AAMg9AABkPgAAor4AAJi9AACqPgAAhj4AABw-AADgPAAA6L0AAI6-AAAwvQAAgDsAAFS-AABEPgAATL4AAK4-AACovQAAoj4AAGS-AAAwPQAA2r4AAEQ-AAAwvQAArj4AAEA8AABUPgAA2D0AAH8_AABUvgAAUD0AAJY-AACmPgAAhr4AAEQ-AAA8viAAOBNACUh8UAEqjwIQARqAAgAAqL0AACw-AAAMvgAAe78AAKq-AAAsPgAAuj4AAIC7AAC4PQAA-D0AAKi9AACSvgAAFL4AALa-AADoPQAAMD0AAHS-AAAhPwAAED0AAJ4-AABsvgAAuL0AAAS-AADYPQAAyL0AAEC8AABsvgAAED0AAPK-AACuvgAAcD0AAMg9AADoPQAAcD0AABw-AADOvgAADT8AABw-AAD-vgAADL4AAFy-AAC6PgAAdL4AAKA8AADoPQAAmr4AAH-_AACovQAA-D0AADC9AABUPgAAMD0AALY-AADoPQAAiD0AAIg9AACIvQAABD4AAAw-AABQvQAA7j4AAAU_AAD4vQAAML0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=WMxbR51NtW8","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["874211423765039894"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"14404412238359147806":{"videoId":"14404412238359147806","docid":"34-9-4-Z282E6A9567939401","description":"Collecting data, analyzing the data, training a machine learning (ML) model, and deploying that model often require many steps and iterations to find a solution that meets your needs. This edge...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1577578/471123a70a6f5ca499900877c1e9a07f/564x318_1"},"target":"_self","position":"13","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DEJtiBwHVxP8","linkTemplate":"/video/preview/14404412238359147806?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI Lifecycle","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=EJtiBwHVxP8\",\"src\":\"serp\",\"rvb\":\"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-gYA_AAPBQcG_AEF9gD6-f7-APYH_P__Av8A-vj3AQIAAAD_BQH_BQAAAO8ACff4AAAAAwr3_wMAAAAN__0HBAAAAP__CPj_AQAAAwAA_AIAAAAM_QQA_wAAAPwD-AL_AAAA6vr8BgAAAAAE_Pn-AAAAACAALSv14zs4E0AJSE5QAipzEAAaYP4UAAoVEgrTDCPUBBwKDfEtHe7W9Q4AEekAGhcZ9g8GwbQp6_8J-_zjwgAAABH6FAjvAAtYFQbX8xbqD9Xy_TkAf-kV6vbvCg635_rIB_z1KxM2GQDXJtUSRtkTMuHIHyAALQL5STs4E0AJSG9QAiqvBhAMGqAGAAA4QgAAUEEAAEDBAABQwgAAgEEAANhBAACCQgAA8EEAAIrCAAAwQQAAEEIAAKzCAAC8wgAAfMIAAIC_AAAQwQAAUMEAAIDAAABUwgAAAAAAAOhBAAAgwQAAyEEAAODAAACgQAAAwEAAABjCAAAkwgAAsEEAAGRCAACgwAAALEIAAEzCAAAgwQAAisIAAIjBAACgQQAAukIAAMjBAABAQAAALEIAAHBBAACcQgAA-EEAACBBAAAAQQAAJMIAACjCAAB4QgAAAMAAACjCAABAQAAAgMAAAFTCAACaQgAASMIAAADDAADYQQAAgMEAAKDAAAAUQgAA6MEAAJDBAAAswgAAoEAAAITCAACgQAAARMIAAMBAAAAAwAAAbEIAAIhCAACwQQAAsEEAAIrCAADYwQAALMIAAIA_AACAQQAAAEAAAFTCAABAQQAA4EEAAMBAAAB0wgAAQMAAAAxCAADoQQAAbEIAAMBBAABwwQAAMEIAACxCAAA8wgAAQMAAAMTCAAAwQQAAyEEAACDBAACwQQAAgMAAAExCAAAQQgAAgL8AABBBAACgwQAANMIAAPhBAABQQQAAsEEAAJBBAAAgwgAAwEEAAFTCAAAQwQAAsEEAABDBAAAwwgAAoMEAAAzCAAAEwgAAJMIAAAjCAAA4wgAA4EAAAKhBAAAowgAA8EEAADjCAAAgwQAAgD8AABhCAACAPwAA0MEAAABCAACgQQAA4MEAAIDBAACgwgAAKMIAAGjCAABoQgAA0EEAAOBBAABsQgAAXEIAAFTCAACwQQAAbEIAADDBAADgwAAADMIAAEBAAADwwQAAgEEAAHDBAABwwQAAhMIAAJDCAABAQgAAJMIAAIA_AACGwgAA0MEAAADCAADAwAAAjEIAALJCAAA8QgAAgL8AABDBAAAAwQAALMIAAHDCAAAcwgAAAEAAAMhBAAAgwgAAqEEAAOhBAABswgAAIMIAACBBAABwQQAAKEIAAAxCAABIwgAAxkIAAKDAAAAAQQAAJMIAAIzCAAAgQQAA2EEAAGjCAADgwAAAoMEAAEjCAACAvwAA2MEgADgTQAlIdVABKo8CEAAagAIAADS-AACoPQAARD4AAPg9AABkvgAAcD0AAOg9AAAzvwAAbL4AADQ-AACSPgAAir4AANg9AAATPwAAoj4AAPi9AABUPgAAUD0AANI-AADOPgAAYz8AAJi9AACgPAAAuD0AAFC9AACgPAAAFD4AAKC8AACgPAAAFD4AALg9AACGvgAADL4AAIY-AAB8PgAAcL0AABA9AACyvgAAwr4AAKC8AAC2vgAARD4AACQ-AACoPQAAML0AACy-AACYPQAADD4AADA9AACKvgAAgDsAAFC9AAA0PgAAgj4AAFw-AAA8PgAAfz8AADA9AADCPgAAFD4AAK4-AABAvAAAND4AAKC8IAA4E0AJSHxQASqPAhABGoACAABQPQAA4LwAAFS-AABzvwAAsr4AAAQ-AACePgAA4DwAAKC8AABwvQAAJL4AALq-AAC4PQAARL4AAJg9AACIPQAAqL0AACk_AABAvAAAbD4AABC9AABQvQAAiD0AAEC8AAA8vgAABD4AAO6-AACgvAAA1r4AADC9AAAsPgAAED0AABQ-AAA0PgAAmj4AALa-AADmPgAAgr4AAKq-AACIvQAAFD4AAMI-AACKvgAAND4AAI6-AADIvQAAf78AABS-AADYvQAALL4AAIY-AAAcPgAAbD4AAM4-AACoPQAAND4AALi9AAAwPQAALD4AAGy-AAC2PgAA5j4AAJa-AACSviAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=EJtiBwHVxP8","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["14404412238359147806"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"957451522105010849":{"videoId":"957451522105010849","docid":"34-6-5-ZEE32D0444D540DCE","description":"Join us as we chat with Professor Vijay Janapa Reddi from Harvard about his efforts to broaden the curriculum for edge AI and machine learning with his new effort MLSysBook.AI. We'll discuss the...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2386218/ee91c3a8f4634122228be6a1029aafec/564x318_1"},"target":"_self","position":"14","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D38EdyhPy7io","linkTemplate":"/video/preview/957451522105010849?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"EDGE AI Talks! MLSysBook.Al: Essentials of Engineering ML Systems with Vijay Janapa Reddi","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=38EdyhPy7io\",\"src\":\"serp\",\"rvb\":\"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-wgF-gAGBf0P-Az7AxURDwb1AwIA5A_8-Aj9AQD9_ADwCgEAAAL3BwQLAAAA_vwM_fL-AQAPD_3-9wAAABUABQT8AAAAChH6D_4BAAAL_AT28QMAASADCPr_AAAA-fkA8wAAAAD9AvPwAQAAAAvy7vsBAAAAIAAtZz7FOzgTQAlITlACKnMQABpgPQ0AASn7BMbnCazgD7D62QgQwBCnAf8g4v8p_eTn_ejQiDHp_-8WDgKkAAAAEeP1AxoA3Xok59z4DA4J1772FC1_CAnKC-A5_a0hDNEZGlrjAX8tAOAmLPU41x5LB_whIAAthAMYOzgTQAlIb1ACKq8GEAwaoAYAAIhBAADYwQAAlkIAAITCAAAAQQAAoEAAAOBAAADYQQAAbMIAAABBAACIQQAAwEEAAMbCAAAAQAAA2EIAACDBAACYwQAAbMIAAODBAABIwgAAsMEAAIBAAABQwgAAQEIAAK5CAAAYwgAAEMIAAJ7CAADAQQAAZEIAAODAAAAUQgAApMIAAAAAAAAAwgAAmMEAACBBAAC-QgAACMIAAIhBAABAwAAAAAAAACDBAAAgwQAAgkIAAJ7CAAAowgAAAEEAAOhCAABgQQAABMIAAEBAAAAcQgAALEIAAMhBAADgwAAAusIAAOBBAABYwgAAgEEAACRCAABwQQAABMIAACDBAADIQQAAoEEAADBCAAAswgAAgMAAAABAAABsQgAA-EEAANjBAADcQgAAyEEAAKDCAAAgQQAACMIAAIA_AAAAQAAAJMIAAOBAAACAwAAAQEIAAEDAAADCQgAAgMAAAOBBAAAAwAAAFMIAANBBAADwQQAABEIAAKDBAAAEwgAAgsIAADzCAADoQQAAtkIAAKDBAABQwQAAjEIAABhCAACmwgAAMMIAAIC_AABgQQAAMEEAAFTCAAA4QgAAQEAAALBBAACgwQAAYMEAALBCAABgQQAAcMEAAGDBAACgwQAAmMEAACDBAACIwQAAqMEAAOjBAABkQgAA0EEAANhBAABIwgAAyEEAADjCAACYwQAA-MEAAEDAAACOQgAAgMAAAMDBAABAQQAADEIAAJDCAABIwgAAgD8AAIBAAABEQgAAgMEAAKBBAADgQQAA8MEAAODBAADgwQAAAEEAAADCAADAQQAAwEEAAMDBAAAUQgAAmEEAAKjBAABIwgAAiEEAADBCAAAwwgAAgEAAALjBAAAAAAAAAMEAAJjBAABUQgAAQEEAAIBAAACAPwAAZMIAAJBCAACAQAAAmMEAACBCAACAQAAAKEIAAMjBAABYQgAAoEAAADBBAACwQQAAAEEAAJhBAACIQgAAFMIAAILCAAAsQgAAoMAAAIBAAACSwgAAAMAAANjBAADgwAAAoEEAAEBAAAAgwgAABEIAAJDCAAAAwiAAOBNACUh1UAEqjwIQABqAAgAAor4AAOC8AAA0PgAAqD0AABC9AABsPgAADL4AAD-_AADmvgAAQLwAAII-AACavgAA-D0AAPI-AADIPQAAmr4AAMo-AACYPQAAdD4AAL4-AAB_PwAAJL4AAIA7AAAwvQAA4LwAAAw-AABsPgAAyL0AAMg9AAA8PgAAJD4AANg9AADIvQAAZD4AAFQ-AACoPQAAEL0AAES-AAA0vgAALL4AAL6-AAAQvQAAML0AAMg9AABwvQAAoDwAALI-AAAMvgAATL4AABy-AAB0PgAAUD0AAFw-AABMPgAAJL4AAIC7AABBPwAAkj4AAK4-AAA0PgAADD4AAFS-AACoPQAAhr4gADgTQAlIfFABKo8CEAEagAIAALi9AACAOwAABD4AADO_AABwPQAAyD0AAFA9AACoPQAAZL4AAFQ-AABEvgAAZL4AAEQ-AABsvgAAUL0AAIA7AADovQAAaz8AAFQ-AACYPQAAqD0AAFy-AABUPgAAQDwAADA9AAC4PQAAVL4AAAQ-AAB0vgAAcD0AABA9AAAwPQAAEL0AAGQ-AADYPQAAxr4AAO4-AADovQAApr4AACS-AAAkPgAAmD0AAFC9AADgPAAAuD0AADS-AAB_vwAA6L0AANi9AACIPQAAbD4AADA9AABkPgAADD4AAAS-AABQPQAAcL0AAIg9AACoPQAAQDwAAKo-AABUPgAAur4AAKq-IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=38EdyhPy7io","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["957451522105010849"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"18092531064917286591":{"videoId":"18092531064917286591","docid":"34-0-15-ZC6FC838ED19C7BA4","description":"🤖 Edge AI processes data 1000x faster than cloud computing while the $83 billion market grows 20% annually. From Tesla's self-driving to Apple's Face ID, AI is moving directly onto devices.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2901564/08b9211ba1c3b33a5122efc8e3e5586f/564x318_1"},"target":"_self","position":"15","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D497WqhRQH2U","linkTemplate":"/video/preview/18092531064917286591?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI: Edge AI Will Power 100 Billion Devices by 2030 - Are You Ready for the Revolution?","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=497WqhRQH2U\",\"src\":\"serp\",\"rvb\":\"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_gAAAf8A-_UO_wcF_QHy8AsE_P7_AOIEA_X--wIA9wAF-QcAAAD-DAcDAAAAAAEIAf7x_gEA_Rfv_gMAAAAUAAUE_AAAAAkGCf_-AQAA6_cC_wMAAAAMBPgFAAAAAAQO-f3__wAA9wsJ_QAAAAAKCvnyAAAAACAALfSY0Ds4E0AJSE5QAipzEAAaYP3wADoeHvAaMBbhBxrQCPkZQQbwEhT_IvMA60fwvBvy1pc55wAWA_AQrAAAAAgxAvrUAB1oJuHz9t8U7wGv6UEMf_T17KPiJwTdFCG7BdkQIA5iCwDEOAX3KtLzLwPKECAALWMjJjs4E0AJSG9QAiqvBhAMGqAGAAAAQgAAkEEAAOBBAADYQQAAQEAAAJxCAACIQQAAEMEAAIA_AACiwgAACMIAACBCAACwwQAAoMAAAJpCAACgwQAAoEEAAEBAAAAEQgAAIMIAAKDAAAAowgAA6MEAAEhCAACgwQAAAMEAAHzCAABYwgAAbEIAAMhBAAA0wgAA8EEAANhBAAAwQQAA-MEAAMDAAAAQwgAA2EIAANhBAADIwQAALEIAAPhBAADQQQAAgkIAAJBBAACWQgAAJMIAACRCAAC4wQAAAEAAABjCAAAwwQAAeEIAACDBAADIQQAAhEIAAMDBAACoQQAAMMEAAEhCAADgQQAAAMAAACDBAADYQQAAgEEAAIC_AACoQQAAkEEAAEDCAADQQQAAwEAAAPJCAABYwgAAmkIAAGzCAACQQQAAgEAAAEDAAAAcwgAAksIAADBBAAAQQQAAmMEAABBBAACgwAAAQEEAADjCAAAAwQAAWEIAAMhBAADwwQAAgMAAAAhCAABQQQAAqEEAALrCAACQQQAAgEIAAFBBAAAgwgAAIEEAAHBBAABQwgAAoEAAAIzCAADoQQAAOEIAAIDBAACAQgAAgEAAAFDCAACQwQAAQMIAAAAAAADIQQAAYEEAAJDBAACqwgAAuMEAAABAAABMwgAATMIAAHDBAADwwQAAEEIAAExCAAAQQgAA4MEAAKDBAADuwgAAqEIAACjCAAA4wgAAsEIAAEBBAAAAwQAASMIAAOBAAACmwgAAcMEAAADAAAAQQQAAgD8AAIhBAAA8QgAAWEIAAIA_AACgQAAAEEIAACRCAADIwQAALMIAABDBAADQwQAAMEEAAHjCAAB8wgAAwMIAAPjBAAC8QgAAcMIAAMBAAACAQQAAbMIAAMBAAAA4wgAAaEIAAIjBAAAkQgAAQMEAAFBBAABcwgAAAMAAAIDBAAA8wgAAyMEAAIDBAADwwQAAQMEAADxCAABwwQAAuMEAAKDAAABAwgAAFEIAAGBCAABwwQAAgEAAAIBBAACgwAAAqEEAAAxCAADgwAAAUEIAAFDBAAAIQgAA0EEAAABAAADAQAAAfMIgADgTQAlIdVABKo8CEAAagAIAAPg9AABUPgAAvj4AAGQ-AAAMvgAAUL0AACS-AABfvwAA4DwAAIA7AAB0PgAAur4AACQ-AAARPwAA-D0AABy-AADoPQAAcL0AAHw-AAATPwAAfz8AAIC7AAC4PQAAXD4AAPg9AACWPgAAuj4AAEy-AACCPgAAED0AALg9AABwPQAAQLwAADQ-AABsPgAAiL0AAHC9AACevgAAvr4AAIi9AACmvgAAMD0AAJ4-AADYPQAAEL0AADw-AAATPwAAiL0AAEC8AAB0vgAAQDwAALi9AAAMPgAA-j4AAFw-AADoPQAART8AAFC9AACIvQAAVD4AAOo-AABUPgAAdD4AAAy-IAA4E0AJSHxQASqPAhABGoACAAB8PgAAbL4AABC9AAB_vwAAQLwAAGw-AACgvAAAuD0AAGS-AAA0vgAADL4AAES-AABAPAAA2r4AAI4-AABQPQAAqL0AADc_AADKPgAAnj4AAOi9AACovQAALD4AABC9AADovQAAqL0AAEy-AAAMvgAAfL4AABy-AAAwPQAAuL0AAMo-AAAwvQAAuD0AAGS-AAAcvgAAZL4AAJK-AAAEPgAADL4AAJo-AABQPQAAQDwAAHS-AAAwvQAAb78AAJa-AAAsPgAAiL0AAIi9AAD4vQAAUD0AAPg9AABwvQAAiD0AADC9AAAwvQAAcD0AABy-AABMPgAAlj4AAIK-AADYvSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=497WqhRQH2U","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["18092531064917286591"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"4216875092062874524":{"videoId":"4216875092062874524","docid":"34-1-10-Z0F56DBA6471224C0","description":"Edge AI: Everything You Need to Know About This Game-Changing Technology | Sky Solution #skysolution #aiservices #itservices Have you heard of Edge AI but aren’t sure what it is? In this video...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2425981/6766967c7a53c1ddc31c9c5890cc35a7/564x318_1"},"target":"_self","position":"16","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DgsRTYeyXSo0","linkTemplate":"/video/preview/4216875092062874524?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI: Everything You Need to Know About This Game-Changing Technology | Sky Solution","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=gsRTYeyXSo0\",\"src\":\"serp\",\"rvb\":\"EqsDChQxMDY5OTM3OTkyOTQxMTczNTMyOAoTODY5OTYxNTMwMTExNjU1NjI4NwoTOTI1OTk2MDcxMjI1NDU5MjYwMgoTOTczOTIxODE0MDkyNTgwMDIxMwoUMTgyMzE1OTc5MDE5MTA2MTQwNDQKEzQ5NDU0NzI5NDEwOTU1MDY4NDkKFDE3MjczNDgxNDkxMjkwNjI1NDMzChM2OTYxNjI1MjYyMzE3MTIyNTkxChQxMDkxMDMyNDM5Mjg1MjMzNTg4MQoUMTAwNzcyMTY4NDAzOTkyMzk4MDUKEjg3NDIxMTQyMzc2NTAzOTg5NAoUMTQ0MDQ0MTIyMzgzNTkxNDc4MDYKEjk1NzQ1MTUyMjEwNTAxMDg0OQoUMTgwOTI1MzEwNjQ5MTcyODY1OTEKEzQyMTY4NzUwOTIwNjI4NzQ1MjQKEzE5NzMzMTA2NDIzMzk2MTUzMDgKEzQ5MzM2OTAzMDE4OTYwOTQ0MzkKFDE2NjA4ODk5MjIyOTEwODA0ODU1ChQxNjYyNDEyNzcwNzA2OTYzNTY3MwoTODA4NzM2NjMzNjkyNDI4MDY5NxoVChM0MjE2ODc1MDkyMDYyODc0NTI0WhM0MjE2ODc1MDkyMDYyODc0NTI0aq8NEgEwGAAiRRoxAAoqaGhycm15cGVsY3hvYW1sZGhoVUMtR3RtQUZoSW1hX0xnLUtlVV9kbTlnEgIAEioQwg8PGg8_E8gCggQkAYAEKyqLARABGniB_Qf-Df4CAPf7FP39BP8BDv4GAvcAAADe9wL8-voDAPr1_Qf9AAAA_QL7BQEAAADzA_4B-gAAAAML9v8EAAAACAAEBPwAAAAFAf0H_wEAAAL3A_gCAAAAAP0J8_8AAAAB-gEA__8AAPMQ8wgAAAAABfz5_gAAAAAgAC2Nj9o7OBNACUhOUAIqcxAAGmAMGAAU7t-6xPpawP0fuA4VKjEJx-T0_xgM_wFDA-rsD66JLw7_JegGB6EAAAAhNtVJ-ADke_7Z7yoT__viq-MwMHjs67EFCgzZu-YY9k7wQQLlSggA_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-EEAAMjBAABUwgAA0EEAAPhBAACYQgAAwEEAAERCAAAAwQAAgEEAAODAAAD4QQAAiEEAABTCAAAMwgAAAMEAADBCAACQwQAAAMAAANjBAAAAwAAAUMEAALjBAAAQwQAAUMEAAEDBAABQwgAAHMIAAMBBAACEQgAABEIAAGRCAAA0wgAAcMEAAFBBAADwwQAAAAAAAPDBAABAQgAAIMEAAAzCAACCQgAASMIAAMDAAADAwQAA-MEAAOhBAAD4QQAABMIAAPxCAAAEQgAAgMEAAJDBAAAwwQAAqEEAAIRCAACgwAAAXEIAADBBAADAQQAA0MEAAHDBIAA4E0AJSHVQASqPAhAAGoACAABUPgAAqD0AAOi9AACgPAAAcL0AAJg9AAD4PQAASb8AANi9AAAUvgAAqL0AAGy-AACYPQAA2j4AACy-AAC-vgAADD4AABA9AAAwPQAAHT8AAH8_AACovQAA4DwAAJY-AAAwvQAAiD0AAJ4-AADIPQAAQDwAAMg9AABcPgAAbD4AAL6-AADIPQAA4DwAABy-AAC-PgAATL4AALa-AAAwPQAAB78AAAw-AACAuwAAUD0AAPg9AABQvQAAJD4AADy-AADIPQAAED0AAGQ-AAAUvgAALD4AANo-AACSPgAAED0AAGU_AADIvQAAoLwAAMo-AADIPQAAgj4AADw-AACgvCAAOBNACUh8UAEqjwIQARqAAgAAhr4AAFC9AADIPQAAPb8AAOC8AAA0vgAAuD0AAEC8AAA0PgAAiL0AAKq-AADIvQAAQDwAADy-AACOPgAAMD0AABC9AAArPwAAJD4AAPI-AAAQvQAAmL0AAIi9AACAOwAAcL0AANg9AAAwvQAAML0AAI6-AAAQPQAAUL0AABQ-AABsPgAA4LwAADQ-AAAQPQAABD4AAKA8AABUvgAAND4AAIi9AABEPgAAgLsAAKC8AABAvAAAur4AAH-_AADovQAAZL4AAJa-AAC4vQAAgLsAAAw-AABEPgAAuD0AAAw-AAAQvQAANL4AAJi9AACgvAAAyD0AAKA8AAC4vQAAMD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=gsRTYeyXSo0","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["4216875092062874524"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"1973310642339615308":{"videoId":"1973310642339615308","docid":"34-9-2-ZA0DFFC99E09818A1","description":"Recording of the Edge AI for Spatial Computing: A key metaverse enabler? TiiQu Talks Edge Artificial Intelligence (Edge AI) is the future of Artificial Intelligence. What it simply means is in...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3645559/404987d0d0970695cc97c6e01594ccd9/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/U1ZEOQIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"17","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D57wc5WRZZYQ","linkTemplate":"/video/preview/1973310642339615308?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI for Spatial Computing: A key metaverse enabler?","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=57wc5WRZZYQ\",\"src\":\"serp\",\"rvb\":\"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_E7YqggQkAYAEKyqLARABGniBAwAACwP9AAYFDwX5CfwCKwb5BwoEBgDiBAP1_vsCAPn0-Pv4AAAA_Pf9_AkAAAADAfkF8v4BAAMM9v8EAAAAD_TsAf4AAAAKBvYJ_gEAAPv4AQn5AQAACPz7Cv8AAAD7B_37B_oB__Dx-gYAAAAABvn5_fv1_gAgAC1n-c07OBNACUhOUAIqhAIQABrwAX_26wOsFgf8Lwv2APH-AAGHBQr_IgXyANEE_gC89-4A8hP5AOf_C_8S-xX_8xABAAfw_P8fEBH_8gP9_xgOAwAKBREAQ_AAACL3-wD7DPgA__n9_xjxBAAK7xgA_PoU_Qn39f7V8PH_APcQAwf9DQQVCRQBDfP-A_b39gHo9e4E6wD-AAHh9v_0EAT8-xgTAxcE_QX8EPD_4PsJABAE8P4DBwv9AAv4BBP8EwUF7fv_AAEE_RUb9PkPBQ0EAw78_Bn88vvs9vz3BAsABhDlCgYR_BcAAfMG_PEH8_UO7wb79RAH__frAgvuCwUP-O717yAALfbYUTs4E0AJSGFQAirPBxAAGsAHxecCvwwNurw7uwa93PEmPQ5VZ7y9mHu7j52BPQNKPr2ntYS8irUzveVNNLzdEq-8si_hvo6IczyCwNK6LQlQPtT4YDzmZBg9Vy6avfFJBz3RjdU8Zyejvs4ZtLqlJh66vHkaPgMiKb02Jyo9LfqkPXt8Zzy_oGA8vlZYvYkiO7oXObo8foRmvbwNBb1vwAI9lX8NPqKkVr2xVV084yDMPeA-_Dxekes6rRsKvci-Wj08nZC8TyRzvLiCHD1aDYm8lMIcPuST37t6oxs9_3aJPdGxA7svHjk8SyyPPVuKdbxzF5u7wdO6vRFxMz11c7E8PsX7vCJYML3TN0Q8uvNJPdq1Uz2dR6Q7RgrlPaOWIDxTze47ZDAwPdEs_7zjENY8OSxovNRPDj2AURu84N4wPd_wzDwQWD06GrjNvGcpWT291QS9CM1JPX5tojzq_8U7UgeLOf4pFTxyuQe8OECbuyVGmj22g8-6GQQxPJDILbwKur28EwsBPVAqa721d9875BqXujxy2jt6iZY8ck6MvTfGTrwlPKW7PzDPO7R34TxNn6G7CxJ2Pd2hdjtbiW27RSCYvcT6ED3cwSG7-9IWPW5wfTxxYCi8bCZfPevgxTwx2g86sSQvPehnajxo1Nc7z0slPTdHZzxz5SI7WjW-vfW-8TwnRQk5GlgiPYchKD0Y4XU7CBeXvLJmZLzspec7UW1LPWHVC7u2hm87F96LPSKZwDu3KJK77ECnvCFKqLvPtwk7i17bO_zPED0YyFw7Hl4GPbCj-7xoILw5jSURvbuM7DwUII66EbZuPe4lDT3DxVM5LI40vYWfM72Y45Y5hfgVPPtprbxXerk5GaHpvJQ7Aj20XdG5ng1UPEL3G73Aag06O4a8PbJFp72hvz65HBXuvNAVmzxRiwS5CwWRPJ8x3TyDT5Q3oMXSvPYgab0Y36O5Pf2UOxwdAb0vpaK4BaR9PJqEgT2wtak4neKnOyNJVb1LnoC4l4pyvbtlYjwTr5S3E2NZvc67Gz0_fzw47-cUPe3i7Dzj-pi1qYPhPM8rA737LeM1DCl1PB7mBj2DLVg3AxpWvRcj97wztza3btRUPLREnbwz5wA4LbfPvLg4cDvkpYy4rsfzPM00q7wLXo81unr8OwUhL71zIWo4iM0RvXIPTj3-i-63GBZSPaBpyztjFgS4DBjJvJiyALt2pC63kEoRPXcLi7sOHxu4IbkLvQn12Tx278E3P_pLvKoZKD0e-MO44gvuvJ5S77x-Q7S3B8mnvAI-ST0wAdi2IAA4E0AJSG1QASpzEAAaYCgKABzvLNfr83_EHhLP8BcQDN4Qsgn_7wL_Cy0i6if-8aEXFv856f3xpwAAAA7x7C_rAOt-Fbvq6PwLD-vBBVcUauYWGdf8DuPR_OP-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_kIAAJBBAAB8QgAAcEEAAFTCAABAwAAALEIAALhCAACYQQAABMIAAADBAAAQwgAA2EEAAKRCAADAQQAAEMEAAEDAAADgQAAAPMIAANDBAADgQAAAgL8AAIRCAACOwgAAkEEAAIBAAACwQQAAuMIAAFDBAADEQgAAeEIAALBBAAAswgAAAEAAAADBAADYQQAA-MEAAKhBAABgwgAAIMEAAEDBAACoQQAAsMIAAAxCAABswgAAuMEAAMjBAAAgQQAAJEIAABBBAAA8wgAAQEAAAODAAACswgAAbMIAAKBBAAAIQgAArkIAAARCAADgQQAAAEIAAHBBAAAAAAAA6EEAADBCAADowQAA0EEAAKBBAADAwQAAyEEAAEhCAADgQAAAkEEAAABBAABMQgAAiMEAAKBAAADYwQAA-EEAAIhBAAAAQAAAgEEAALjBAAAAQQAAkMEAADDCAACWQgAAEEEAAJjBAADwQQAAuMEAAAxCAAB4wgAAYEEAADhCAAA8wgAAgMAAALjBAADAwAAAfEIAACDCAACiwgAAsEIAADBBAACIwQAAYMEAAEBBAACowQAAiEEAAAAAAABMQgAAiMEAAIhBAAAQwgAAEMIgADgTQAlIdVABKo8CEAAagAIAAEy-AAC4PQAAdD4AAEC8AAA0vgAApj4AANi9AAAdvwAA2L0AAOA8AACovQAAbL4AABQ-AACaPgAAqD0AAAy-AAAUPgAA4LwAADQ-AACmPgAAfz8AAOA8AADoPQAABD4AAJi9AAA0PgAAuD0AAIi9AAAMvgAAnj4AALg9AACIPQAAUL0AAJg9AACAuwAA2D0AAKC8AAAsvgAARL4AAHy-AACavgAADD4AALo-AAAQvQAAuL0AABy-AACoPQAA4LwAAJ6-AACKvgAAJD4AABC9AACmPgAAcD0AAJg9AADgvAAAQz8AAAw-AABEPgAAjj4AAFQ-AACgvAAAHD4AAEQ-IAA4E0AJSHxQASqPAhABGoACAACIvQAAEL0AAKa-AABPvwAADL4AAIg9AACYvQAAmD0AAKC8AAA8PgAAXL4AAAS-AABAPAAAqr4AAOA8AABAvAAA2L0AADE_AAAkvgAAij4AADS-AAC4vQAAED0AABC9AABAPAAAyj4AACS-AACgPAAAtr4AABC9AACYPQAAUD0AADA9AAAUPgAAmD0AAIa-AADKPgAAJD4AAL6-AABUvgAA4DwAAAw-AADIvQAAcD0AAHC9AACKvgAAf78AAPi9AADOvgAAoLwAAEA8AACYvQAAuj4AABw-AACovQAAoLwAAKC8AADoPQAAgLsAANi9AAB0PgAAvj4AANi9AAA0viAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=57wc5WRZZYQ","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":640,"cheight":358,"cratio":1.7877,"dups":["1973310642339615308"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"videoContentId":"2389106128"},"4933690301896094439":{"videoId":"4933690301896094439","docid":"34-3-9-ZEAFAF1748492E575","description":"This course is focused on edge artificial intelligence (AI) vision processors, providing an introduction to TI's vision AI processors, an introduction to the AM6xA development platform, real-life...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2468023/75d6ab8e8c9ea89465e4681de3ba654e/564x318_1"},"target":"_self","position":"18","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D4MLNeQPWt-k","linkTemplate":"/video/preview/4933690301896094439?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Edge AI vision processors","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=4MLNeQPWt-k\",\"src\":\"serp\",\"rvb\":\"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_E5kWggQkAYAEKyqLARABGniB9wX3_P4CAPsDAw4KCPsCFBANBvYCAgDkBgcC9_wCAPL0_wECAAAA_wYB_wUAAAD59gvz_P4AAAsN-wIFAAAAGfb1CP0AAAD1BxAD_wEAAPYEAvgCAAAAB_sHDP8AAAD3Agb2__8AAOz-BQwAAAAABfz5_gAAAAAgAC1aINg7OBNACUhOUAIqcxAAGmAnFQANIwXl5zA_8vgOCBTyF_Pd8OAN_wPYAPkh8NQF_-Kf_vL_D-kC9LcAAAAO6vQs9wDzVunz3PoD6xXtv9dEKX_tJCXq8iEm0_wT3RPEBSD3A_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_AAAYQgAAsEEAAIDBAACAwQAAqEEAALLCAAAcQgAAIMEAAAhCAABAwAAAqkIAAJDBAABgwgAAqMEAABBCAAB8QgAARMIAAGjCAADAwQAAhMIAAOBAAACAPwAAUMEAALBBAAAAwAAAEEEAALDCAABQQgAAuMEAALjBAADowQAA4EAAADBBAADoQQAAtkIAAAzCAAC6wgAAeEIAAKBAAABQwgAAKMIAAGBBAAAAwgAAsMEAAADAAABAwAAAoMEAAAxCAACCwgAAjMIAAAxCAACAQgAAYMEAAERCAAAUwgAAgEAAAJ7CAABgQQAAIMEAAEBBAACKwgAAMMIAAIC_AAA8wgAAyMEAAKDAIAA4E0AJSHVQASqPAhAAGoACAACGvgAAqD0AAGw-AAA0PgAA4LwAAOC8AADIPQAA3r4AACS-AABsPgAAhj4AAKC8AACWPgAA9j4AAGw-AACAOwAAqj4AAOA8AABcPgAAwj4AAH8_AABAvAAAmD0AAIg9AADgvAAARD4AABC9AABQvQAAZL4AAEw-AACAOwAAuD0AACS-AADgPAAAkj4AADC9AACAuwAAjr4AAMK-AAAQvQAAgr4AAEQ-AABMPgAABD4AAKi9AACIvQAAFL4AAIA7AABcvgAAlr4AAHC9AACgvAAAvj4AALY-AACIPQAAyD0AACk_AAD4PQAAij4AAIY-AABcPgAAXL4AAEA8AAAMPiAAOBNACUh8UAEqjwIQARqAAgAAcD0AAFA9AAAMvgAARb8AAHy-AACKPgAAij4AANg9AAAwPQAAED0AAAS-AACWvgAAbD4AADC9AAAQPQAAcD0AAKA8AAAtPwAAMD0AAJ4-AACAuwAAML0AACw-AADovQAAEL0AACQ-AACOvgAAcD0AAHS-AABQvQAAoDwAAOg9AABAvAAAoDwAAMg9AADKvgAA7j4AAEy-AABsvgAAdL4AAHA9AABkPgAAJL4AAKg9AABwvQAAiL0AAH-_AAC4vQAAoLwAAEw-AABEPgAAND4AAFy-AAD2PgAAyD0AADQ-AAC4vQAAuL0AAFw-AABwPQAA5j4AAHA9AAC4vQAAkr4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=4MLNeQPWt-k","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["4933690301896094439"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"16608899222910804855":{"videoId":"16608899222910804855","docid":"34-10-3-ZAF05B69B2D574599","description":"basics of Edge AI and its significance in today's tech landscape. It will also explore how it's changing the game by bringing AI processing closer to where data is collected, enhancing speed, and...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/466902/da2fa6860d8c0519dd34a0d0ddb425a4/564x318_1"},"target":"_self","position":"19","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DGrgYBJXR3Ls","linkTemplate":"/video/preview/16608899222910804855?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"What is Edge AI? And Does it Matter? | Quick Take w/ Ed Krystosik","related_orig_text":"Tech Edge AI-ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Tech Edge AI-ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=GrgYBJXR3Ls\",\"src\":\"serp\",\"rvb\":\"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_E5ICggQkAYAEKyqLARABGniB-wv-AP8BAPv-DgT6B_0C-ggSBPn-_QDz_QH19QEAAAD3_gwIAAAA8_0D_QYAAADq_fb0_QEAAAoQ_QwEAAAAAvoJA_gAAAAQEfr5_gEAAPcBC_4DAAAACQUEAQAAAAD2_vXyAAAAAPQR_v0AAAAAIPYD_gABAAAgAC0IYdU7OBNACUhOUAIqcxAAGmAEDwAXBPrp7PM10hIL6xIAFwgP7fIRABH4AAgey9oH8sCjNA3_8NoM_7oAAAAb1wMV7QDVXjHL5RH5I9MBl88UGH_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-AAAMPgAAPL4AAKo-AABAvAAAFb8AAKC8AAAkPgAAcD0AAOC8AAAUPgAAoj4AABA9AABkvgAAij4AAOC8AABcPgAA4j4AAH8_AACYPQAAmD0AADw-AAC4vQAARD4AALg9AACSvgAARD4AAHw-AAAwvQAAUL0AAKi9AABQPQAAUD0AAKC8AABUPgAANL4AADy-AACWvgAAbL4AAOg9AACWPgAAHD4AAIo-AABAvAAAuD0AAKi9AAAMvgAAhr4AAIg9AACIPQAAND4AAKI-AAAsPgAAUD0AADM_AACIvQAAND4AAIo-AAC4PQAAFL4AAAw-AADgvCAAOBNACUh8UAEqjwIQARqAAgAAfL4AAKi9AABQvQAANb8AAFA9AACgPAAAQDwAABC9AAAUvgAAuD0AAKa-AAA8vgAA6D0AAGy-AAD4PQAAEL0AAGy-AAB1PwAAqD0AAMY-AACIvQAATL4AAIg9AAAQvQAAmD0AAKi9AABUvgAA6D0AAIi9AAAMvgAAgDsAABA9AAAEPgAABD4AAOI-AADSvgAACT8AAAS-AACevgAAgDsAAEA8AACIPQAAir4AAJi9AABUvgAAbL4AAH-_AACavgAArr4AAKi9AACgPAAAQDwAADA9AACKPgAA4LwAALg9AACovQAAqD0AAAw-AADoPQAAgj4AALY-AADgvAAAnr4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=GrgYBJXR3Ls","parent-reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["16608899222910804855"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false}},"dups":{"10699379929411735328":{"videoId":"10699379929411735328","title":"Build a Small Language Model (SLM) From Scratch | Make it Your Personal Assistant | \u0007[Tech\u0007] \u0007[Edge\u0007...","cleanTitle":"Build a Small Language Model (SLM) From Scratch | Make it Your Personal Assistant | Tech Edge AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=JuXlq-WNRBY","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/JuXlq-WNRBY?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":"d3d3LnlvdXR1YmUuY29tO1VDWmpmQmxBZkUtejNCMXRRb1dXeXJBUQ==","name":"Tech Edge AI-ML","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Edge+AI-ML","origUrl":"http://www.youtube.com/@TechEdgeML","a11yText":"Tech Edge AI-ML. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":482,"text":"8:02","a11yText":"Süre 8 dakika 2 saniye","shortText":"8 dk."},"views":{"text":"1,2bin","a11yText":"1,2 bin izleme"},"date":"1 kas 2025","modifyTime":1761971406000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/JuXlq-WNRBY?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=JuXlq-WNRBY","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":482},"parentClipId":"10699379929411735328","href":"/preview/10699379929411735328?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/10699379929411735328?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"8699615301116556287":{"videoId":"8699615301116556287","title":"7 \u0007[AI\u0007] Projects That Actually Make Money in 2025 | \u0007[Tech\u0007] \u0007[Edge\u0007] \u0007[AI\u0007]","cleanTitle":"7 AI Projects That Actually Make Money in 2025 | Tech Edge AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=rRkaCp0qeFI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/rRkaCp0qeFI?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":"d3d3LnlvdXR1YmUuY29tO1VDWmpmQmxBZkUtejNCMXRRb1dXeXJBUQ==","name":"Tech Edge AI-ML","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Edge+AI-ML","origUrl":"http://www.youtube.com/@TechEdgeML","a11yText":"Tech Edge AI-ML. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":518,"text":"8:38","a11yText":"Süre 8 dakika 38 saniye","shortText":"8 dk."},"date":"7 eki 2025","modifyTime":1759811406000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/rRkaCp0qeFI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=rRkaCp0qeFI","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":518},"parentClipId":"8699615301116556287","href":"/preview/8699615301116556287?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/8699615301116556287?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9259960712254592602":{"videoId":"9259960712254592602","title":"Learn Microsoft MarkItDown | Manage Your Files using \u0007[AI\u0007] | \u0007[Tech\u0007] \u0007[Edge\u0007] \u0007[AI\u0007]","cleanTitle":"Learn Microsoft MarkItDown | Manage Your Files using AI | Tech Edge AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=2VNFBev927w","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/2VNFBev927w?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":"d3d3LnlvdXR1YmUuY29tO1VDWmpmQmxBZkUtejNCMXRRb1dXeXJBUQ==","name":"Tech Edge AI-ML","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Edge+AI-ML","a11yText":"Tech Edge AI-ML. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":0,"text":"","a11yText":"","shortText":""},"date":"18 ara 2025","modifyTime":1766057406000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/2VNFBev927w?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=2VNFBev927w","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":0},"parentClipId":"9259960712254592602","href":"/preview/9259960712254592602?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/9259960712254592602?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9739218140925800213":{"videoId":"9739218140925800213","title":"Meet Zed - Latest \u0007[AI\u0007] Driven IDE that can defeat Cursor, Claude or VSCode | \u0007[Tech\u0007] \u0007[Edge\u0007] \u0007[A...","cleanTitle":"Meet Zed - Latest AI Driven IDE that can defeat Cursor, Claude or VSCode | Tech Edge AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=zc1pAnjBVnU","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/zc1pAnjBVnU?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":"d3d3LnlvdXR1YmUuY29tO1VDWmpmQmxBZkUtejNCMXRRb1dXeXJBUQ==","name":"Tech Edge AI-ML","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Edge+AI-ML","origUrl":"http://www.youtube.com/@TechEdgeML","a11yText":"Tech Edge AI-ML. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":476,"text":"7:56","a11yText":"Süre 7 dakika 56 saniye","shortText":"7 dk."},"date":"22 ara 2025","modifyTime":1766406606000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/zc1pAnjBVnU?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=zc1pAnjBVnU","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":476},"parentClipId":"9739218140925800213","href":"/preview/9739218140925800213?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/9739218140925800213?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"18231597901910614044":{"videoId":"18231597901910614044","title":"Open Source Model that Outperforms GPT-4.0 and Gemini 2.5 Pro | Popular OCR Tools | \u0007[Tech\u0007] \u0007[Edge\u0007...","cleanTitle":"Open Source Model that Outperforms GPT-4.0 and Gemini 2.5 Pro | Popular OCR Tools | Tech Edge AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=chUrQ3OV0fk","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/chUrQ3OV0fk?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":"d3d3LnlvdXR1YmUuY29tO1VDWmpmQmxBZkUtejNCMXRRb1dXeXJBUQ==","name":"Tech Edge AI-ML","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Edge+AI-ML","origUrl":"http://www.youtube.com/@TechEdgeML","a11yText":"Tech Edge AI-ML. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":393,"text":"6:33","a11yText":"Süre 6 dakika 33 saniye","shortText":"6 dk."},"date":"23 eki 2025","modifyTime":1761219006000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/chUrQ3OV0fk?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=chUrQ3OV0fk","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":393},"parentClipId":"18231597901910614044","href":"/preview/18231597901910614044?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/18231597901910614044?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"4945472941095506849":{"videoId":"4945472941095506849","title":"5 \u0007[AI\u0007] Tools That Can Turn You Into One Man Army | Important \u0007[AI\u0007] Tools | \u0007[Tech\u0007] \u0007[Edge\u0007] \u0007[AI...","cleanTitle":"5 AI Tools That Can Turn You Into One Man Army | Important AI Tools | Tech Edge AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=rvU2SxPmfmE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/rvU2SxPmfmE?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":"d3d3LnlvdXR1YmUuY29tO1VDWmpmQmxBZkUtejNCMXRRb1dXeXJBUQ==","name":"Tech Edge AI-ML","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Edge+AI-ML","a11yText":"Tech Edge AI-ML. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":0,"text":"","a11yText":"","shortText":""},"date":"18 eki 2025","modifyTime":1760776206000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/rvU2SxPmfmE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=rvU2SxPmfmE","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":0},"parentClipId":"4945472941095506849","href":"/preview/4945472941095506849?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/4945472941095506849?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"17273481491290625433":{"videoId":"17273481491290625433","title":"\u0007[Tech\u0007] \u0007[EDGE\u0007], \u0007[AI\u0007] in the Classroom: Deep Research with Generative \u0007[AI\u0007]","cleanTitle":"Tech EDGE, AI in the Classroom: Deep Research with Generative AI","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=jJpgFllUKeM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/jJpgFllUKeM?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":"d3d3LnlvdXR1YmUuY29tO1VDV3ZVY0M0RHVNODJMZ0M4eFNHbFYxdw==","name":"Tech EDGE","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+EDGE","origUrl":"http://www.youtube.com/@techedge01","a11yText":"Tech EDGE. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":324,"text":"5:24","a11yText":"Süre 5 dakika 24 saniye","shortText":"5 dk."},"date":"2 eyl 2025","modifyTime":1756771200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/jJpgFllUKeM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=jJpgFllUKeM","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":324},"parentClipId":"17273481491290625433","href":"/preview/17273481491290625433?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/17273481491290625433?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"6961625262317122591":{"videoId":"6961625262317122591","title":"\u0007[Edge\u0007] \u0007[AI\u0007]: The Future of Smart \u0007[Technology\u0007] Explained","cleanTitle":"Edge AI: The Future of Smart Technology Explained","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=KlkUIn-GvIw","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/KlkUIn-GvIw?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":"d3d3LnlvdXR1YmUuY29tO1VDWkx1aTBtRXo2MTM4LXg2VXV3cjRTQQ==","name":"TechNation","isVerified":false,"subscribersCount":0,"url":"/video/search?text=TechNation","origUrl":"http://www.youtube.com/@TechNationJournal","a11yText":"TechNation. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":240,"text":"4:00","a11yText":"Süre 4 dakika","shortText":"4 dk."},"date":"3 eyl 2024","modifyTime":1725321600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/KlkUIn-GvIw?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=KlkUIn-GvIw","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":240},"parentClipId":"6961625262317122591","href":"/preview/6961625262317122591?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/6961625262317122591?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"10910324392852335881":{"videoId":"10910324392852335881","title":"How \u0007[Edge\u0007] \u0007[AI\u0007] is Revolutionizing \u0007[Technology\u0007]: 5 Game Changing Examples","cleanTitle":"How Edge AI is Revolutionizing Technology: 5 Game Changing Examples","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=O7vUi3kQuw8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/O7vUi3kQuw8?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":"d3d3LnlvdXR1YmUuY29tO1VDNXZmMl9KZkxydVZhN09oU0ppU2Zadw==","name":"Tech Forge","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Forge","origUrl":"http://www.youtube.com/@techforge-1","a11yText":"Tech Forge. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":192,"text":"3:12","a11yText":"Süre 3 dakika 12 saniye","shortText":"3 dk."},"date":"2 oca 2025","modifyTime":1735776000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/O7vUi3kQuw8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=O7vUi3kQuw8","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":192},"parentClipId":"10910324392852335881","href":"/preview/10910324392852335881?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/10910324392852335881?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"10077216840399239805":{"videoId":"10077216840399239805","title":"\u0007[Edge\u0007] \u0007[AI\u0007] Explained","cleanTitle":"Edge AI Explained","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=4vkb7G4JQYY","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/4vkb7G4JQYY?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":"d3d3LnlvdXR1YmUuY29tO1VDRlBQZklaVHRtcHJxWlFPQlZmXzdvUQ==","name":"Tech Alien","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+Alien","origUrl":"http://www.youtube.com/@TechAlien444","a11yText":"Tech Alien. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":174,"text":"2:54","a11yText":"Süre 2 dakika 54 saniye","shortText":"2 dk."},"date":"23 kas 2023","modifyTime":1700697600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/4vkb7G4JQYY?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=4vkb7G4JQYY","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":174},"parentClipId":"10077216840399239805","href":"/preview/10077216840399239805?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/10077216840399239805?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"874211423765039894":{"videoId":"874211423765039894","title":"\u0007[Tech\u0007] \u0007[EDGE\u0007], \u0007[AI\u0007] in the Classroom: Grammarly","cleanTitle":"Tech EDGE, AI in the Classroom: Grammarly","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=WMxbR51NtW8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/WMxbR51NtW8?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":"d3d3LnlvdXR1YmUuY29tO1VDV3ZVY0M0RHVNODJMZ0M4eFNHbFYxdw==","name":"Tech EDGE","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tech+EDGE","origUrl":"http://www.youtube.com/@techedge01","a11yText":"Tech EDGE. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":444,"text":"7:24","a11yText":"Süre 7 dakika 24 saniye","shortText":"7 dk."},"date":"29 nis 2025","modifyTime":1745884800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/WMxbR51NtW8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=WMxbR51NtW8","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":444},"parentClipId":"874211423765039894","href":"/preview/874211423765039894?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/874211423765039894?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14404412238359147806":{"videoId":"14404412238359147806","title":"\u0007[Edge\u0007] \u0007[AI\u0007] Lifecycle","cleanTitle":"Edge AI Lifecycle","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=EJtiBwHVxP8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/EJtiBwHVxP8?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":"d3d3LnlvdXR1YmUuY29tO1VDVTBtRnlIYlA2dnB4UEN6VXZCcXJRUQ==","name":"Edge Impulse","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Edge+Impulse","origUrl":"http://www.youtube.com/@EdgeImpulse","a11yText":"Edge Impulse. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":753,"text":"12:33","a11yText":"Süre 12 dakika 33 saniye","shortText":"12 dk."},"views":{"text":"4,5bin","a11yText":"4,5 bin izleme"},"date":"1 mayıs 2024","modifyTime":1714521600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/EJtiBwHVxP8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=EJtiBwHVxP8","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":753},"parentClipId":"14404412238359147806","href":"/preview/14404412238359147806?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/14404412238359147806?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"957451522105010849":{"videoId":"957451522105010849","title":"\u0007[EDGE\u0007] \u0007[AI\u0007] Talks! MLSysBook.Al: Essentials of Engineering \u0007[ML\u0007] Systems with Vijay Janapa Red...","cleanTitle":"EDGE AI Talks! MLSysBook.Al: Essentials of Engineering ML Systems with Vijay Janapa Reddi","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=38EdyhPy7io","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/38EdyhPy7io?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":"d3d3LnlvdXR1YmUuY29tO1VDOWlXcXZzV2pob3drSFdWSnF1SHdrZw==","name":"EDGE AI FOUNDATION","isVerified":false,"subscribersCount":0,"url":"/video/search?text=EDGE+AI+FOUNDATION","origUrl":"http://www.youtube.com/@edgeaifoundation","a11yText":"EDGE AI FOUNDATION. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3595,"text":"59:55","a11yText":"Süre 59 dakika 55 saniye","shortText":"59 dk."},"date":"20 kas 2024","modifyTime":1732114827000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/38EdyhPy7io?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=38EdyhPy7io","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":3595},"parentClipId":"957451522105010849","href":"/preview/957451522105010849?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/957451522105010849?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"18092531064917286591":{"videoId":"18092531064917286591","title":"\u0007[Edge\u0007] \u0007[AI\u0007]: \u0007[Edge\u0007] \u0007[AI\u0007] Will Power 100 Billion Devices by 2030 - Are You Ready for the Revo...","cleanTitle":"Edge AI: Edge AI Will Power 100 Billion Devices by 2030 - Are You Ready for the Revolution?","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=497WqhRQH2U","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/497WqhRQH2U?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":"d3d3LnlvdXR1YmUuY29tO1VDckl3ZjBzcGNJUDRoVTU0S0dyenU2Zw==","name":"Technically U","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Technically+U","origUrl":"http://www.youtube.com/@technicallyu4597","a11yText":"Technically U. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":600,"text":"10:00","a11yText":"Süre 10 dakika","shortText":"10 dk."},"date":"28 şub 2025","modifyTime":1740700800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/497WqhRQH2U?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=497WqhRQH2U","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":600},"parentClipId":"18092531064917286591","href":"/preview/18092531064917286591?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/18092531064917286591?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"4216875092062874524":{"videoId":"4216875092062874524","title":"\u0007[Edge\u0007] \u0007[AI\u0007]: Everything You Need to Know About This Game-Changing \u0007[Technology\u0007] | Sky Solution","cleanTitle":"Edge AI: Everything You Need to Know About This Game-Changing Technology | Sky Solution","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=gsRTYeyXSo0","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/gsRTYeyXSo0?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":"d3d3LnlvdXR1YmUuY29tO1VDLUd0bUFGaEltYV9MZy1LZVVfZG05Zw==","name":"Sky Solution","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Sky+Solution","origUrl":"http://www.youtube.com/@skysolution-jsc","a11yText":"Sky Solution. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":328,"text":"5:28","a11yText":"Süre 5 dakika 28 saniye","shortText":"5 dk."},"date":"20 oca 2025","modifyTime":1737331200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/gsRTYeyXSo0?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=gsRTYeyXSo0","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":328},"parentClipId":"4216875092062874524","href":"/preview/4216875092062874524?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/4216875092062874524?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"1973310642339615308":{"videoId":"1973310642339615308","title":"\u0007[Edge\u0007] \u0007[AI\u0007] for Spatial Computing: A key metaverse enabler?","cleanTitle":"Edge AI for Spatial Computing: A key metaverse enabler?","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=57wc5WRZZYQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/57wc5WRZZYQ?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":"d3d3LnlvdXR1YmUuY29tO1VDa0VSdVA3SjltVzF0WTFkZ05fUHR0UQ==","name":"Alex G. Lee","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Alex+G.+Lee","origUrl":"http://www.youtube.com/@AlexGLee","a11yText":"Alex G. Lee. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":5430,"text":"1:30:30","a11yText":"Süre 1 saat 30 dakika 30 saniye","shortText":"1 sa. 30 dk."},"date":"18 mayıs 2022","modifyTime":1652832000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/57wc5WRZZYQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=57wc5WRZZYQ","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":5430},"parentClipId":"1973310642339615308","href":"/preview/1973310642339615308?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/1973310642339615308?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"4933690301896094439":{"videoId":"4933690301896094439","title":"\u0007[Edge\u0007] \u0007[AI\u0007] vision processors","cleanTitle":"Edge AI vision processors","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=4MLNeQPWt-k","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/4MLNeQPWt-k?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":"d3d3LnlvdXR1YmUuY29tO1VDLUVYVGZMbk9tQ0tWUkpydjh4b0dyUQ==","name":"Texas Instruments","isVerified":true,"subscribersCount":0,"url":"/video/search?text=Texas+Instruments","origUrl":"http://www.youtube.com/@TexasInstruments","a11yText":"Texas Instruments. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2841,"text":"47:21","a11yText":"Süre 47 dakika 21 saniye","shortText":"47 dk."},"date":"26 mar 2024","modifyTime":1711411200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/4MLNeQPWt-k?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=4MLNeQPWt-k","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":2841},"parentClipId":"4933690301896094439","href":"/preview/4933690301896094439?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/4933690301896094439?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"16608899222910804855":{"videoId":"16608899222910804855","title":"What is \u0007[Edge\u0007] \u0007[AI\u0007]? And Does it Matter? | Quick Take w/ Ed Krystosik","cleanTitle":"What is Edge AI? And Does it Matter? | Quick Take w/ Ed Krystosik","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=GrgYBJXR3Ls","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/GrgYBJXR3Ls?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":"d3d3LnlvdXR1YmUuY29tO1VDWUUtbXJvLS1kVUdzRkc2eUJEVjRGQQ==","name":"Ed Krystosik - I teach AI Voice Automation","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Ed+Krystosik+-+I+teach+AI+Voice+Automation","origUrl":"http://www.youtube.com/@EdKrystosik","a11yText":"Ed Krystosik - I teach AI Voice Automation. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":274,"text":"4:34","a11yText":"Süre 4 dakika 34 saniye","shortText":"4 dk."},"date":"25 mar 2024","modifyTime":1711324800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/GrgYBJXR3Ls?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=GrgYBJXR3Ls","reqid":"1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL","duration":274},"parentClipId":"16608899222910804855","href":"/preview/16608899222910804855?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","rawHref":"/video/preview/16608899222910804855?parent-reqid=1769471452107868-16000068487814199746-balancer-l7leveler-kubr-yp-vla-59-BAL&text=Tech+Edge+AI-ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false}}},"viewer":{"_isInitial":false,"clips":{"items":{},"dups":{},"loadingStatus":"None"},"internal":{"videoId":"","sandboxEventPrefix":"sandbox:","sandboxVersion":"0x001cd987dbd","isEmbedded":false,"from":"yavideo","service":"ya-video","hbPeriod":30,"table":"video_tech","isInstreamDisabled":false,"nonce":"6000068487814199746759","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":{"adult":{"default":"R-I-474674-135","mail":"R-A-13426421-23"},"regular":{"default":"R-I-48058-751","mail":"R-A-13411721-23"}},"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"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"shouldValidateSandbox":false,"sandboxInitTimeout":15000,"isSSROnlyMastheadEnabled":true,"query":"Tech Edge AI-ML","queryUriEscaped":"Tech%20Edge%20AI-ML","filterMode":1,"isUserChild":false,"advInstreamConfig":{"regular":{"default":{"category":"2","impId":"7","partnerId":"2216089","vmapScenarioId":"119"}},"adult":{"default":{"category":"3","impId":"4","partnerId":"1988486","vmapScenarioId":"119"}}}},"playbackQueue":{"currentIndex":0,"items":[]},"related":{"items":[],"pages":[],"loadingStatus":"None","nextPageNum":0,"ncrnd":0},"playlist":{"items":{}},"delayedViews":{"ids":[],"loadingStatus":"None"}}}