{"pages":{"search":{"query":"Technical ML","originalQuery":"Technical ML","serpid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","parentReqid":"","serpItems":[{"id":"12528578573790383194-0-0","type":"videoSnippet","props":{"videoId":"12528578573790383194"},"curPage":0},{"id":"17003229042022205925-0-1","type":"videoSnippet","props":{"videoId":"17003229042022205925"},"curPage":0},{"id":"9552917579185300040-0-2","type":"videoSnippet","props":{"videoId":"9552917579185300040"},"curPage":0},{"id":"9533054578056472576-0-3","type":"videoSnippet","props":{"videoId":"9533054578056472576"},"curPage":0},{"id":"R-I-113683-5-0-4","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":4,"grab":"dFRlY2huaWNhbCBNTAo=","statId":4,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","ui":"desktop","yuid":"8809267431774207265"}}},"isAdult":false,"position":4,"placement":"empty"},"curPage":0},{"id":"15625903564766442991-0-5","type":"videoSnippet","props":{"videoId":"15625903564766442991"},"curPage":0},{"id":"2260802763611808471-0-6","type":"videoSnippet","props":{"videoId":"2260802763611808471"},"curPage":0},{"id":"7796738103586723454-0-7","type":"videoSnippet","props":{"videoId":"7796738103586723454"},"curPage":0},{"id":"3393303451987336955-0-8","type":"videoSnippet","props":{"videoId":"3393303451987336955"},"curPage":0},{"id":"17212829431572683256-0-9","type":"videoSnippet","props":{"videoId":"17212829431572683256"},"curPage":0},{"id":"5470538406212085035-0-10","type":"videoSnippet","props":{"videoId":"5470538406212085035"},"curPage":0},{"id":"R-I-113683-5-0-11","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":11,"grab":"dFRlY2huaWNhbCBNTAo=","statId":11,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","ui":"desktop","yuid":"8809267431774207265"}}},"isAdult":false,"position":11,"placement":"empty"},"curPage":0},{"id":"13871943470437480268-0-12","type":"videoSnippet","props":{"videoId":"13871943470437480268"},"curPage":0},{"id":"4811784933836371188-0-13","type":"videoSnippet","props":{"videoId":"4811784933836371188"},"curPage":0},{"id":"14234168480253414402-0-14","type":"videoSnippet","props":{"videoId":"14234168480253414402"},"curPage":0},{"id":"14404326621166892390-0-15","type":"videoSnippet","props":{"videoId":"14404326621166892390"},"curPage":0},{"id":"597152387793888903-0-16","type":"videoSnippet","props":{"videoId":"597152387793888903"},"curPage":0},{"id":"10664794511327152250-0-17","type":"videoSnippet","props":{"videoId":"10664794511327152250"},"curPage":0},{"id":"4132411309391984880-0-18","type":"videoSnippet","props":{"videoId":"4132411309391984880"},"curPage":0},{"id":"4719487863370023802-0-19","type":"videoSnippet","props":{"videoId":"4719487863370023802"},"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,"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":"dFRlY2huaWNhbCBNTAo=","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","ui":"desktop","yuid":"8809267431774207265"}}},"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%3DTechnical%2BML","pages":[{"reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","start":0,"end":20,"pageNumber":0,"isCounterSent":false}]},"main":{"_isInitial":true,"snippets":[],"serpFooter":{"linksGroups":[]},"isLoggedIn":false,"tags":[]}},"internal":{"nonce":"6819685723033146547215","expFlags":{"video_settings_toolbar_redesign":1,"velocity_delay_drawer":1,"video_feedback_in_d2d":1,"video_search_toggle_with_text":1,"video_viewer_show_placeholder":1,"velocity_disable_suspense":1,"video_viewer_desktop_smart_layout":1,"dark_theme_desktop":"cookie","video_viewer_check_sandbox_origin":1,"video_font_yandex_sans":1,"video_adv_new_show_rules":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"}}},"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_channel_link_mode":2,"video_partner_label":1,"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_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,"video_related_suggest_enable":1,"video_redirect_plug":2,"video_adv_grid_inplace":1,"dark_theme_desktop_default_pref":"system","video_search_toggle_enable":1,"video_depot_viewer_related_adv_margin":400,"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":0,"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":["151171,0,99;126352,0,88;1281084,0,68;287509,0,46;220488,0,97;1447467,0,81;1482975,0,80;1492864,0,37;912287,0,59"],"isYandexNet":false,"platform":"desktop","isEnLogo":true,"retpath":"https%3A%2F%2Fgs.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3DTechnical%2BML","mordaUrl":"//yandex.com.tr/","videoSearchUrl":"https://gs.yandex.com.tr/video/search?text=Technical+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":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","backUrl":"//ya.ru","url":"https://gs.yandex.com.tr/video/search?text=Technical+ML","isIntegrationTest":false,"isEndToEndTest":false,"shouldDropLogs":false,"seo":{"title":"Technical ML: Yandex'te 2 bin video bulundu","description":"Результаты поиска по запросу \"Technical ML\" в Яндексе","keywords":"яндекс видео, поиск видео, смотреть онлайн, сериалы, фильмы, клипы","shareTitle":"Technical ML — Яндекс — поиск по видео"},"isEmbedded":false,"isPumpkin":false,"sessionCsrfToken":"yc028bed35be839711dd5f2c4cb65b0fb","reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"151171,126352,1281084,287509,220488,1447467,1482975,1492864,912287","queryText":"Technical ML","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","userRegionName":"","userRegionId":"id() {\n return this._region.id;\n }","yandexuid":"8809267431774207265","uid":"0","isChildAccount":false}},"userTestids":"191768,238743,246500,253288,265553,270072,277807,274239,294077,278842,331010,338398,359879,415420,644350,652605,645301,679708,689693,690449,696466,696473,722746,740796,776165,771230,781521,790415,801982,851450,886706,883477,900639,931367,937268,969063,935488,945314,989988,982463,991363,990185,1015567,1011895,1035320,1033956,1035241,1036046,1087297,1060131,1071879,1078818,1077703,1116602,1045814,1131637,1144233,1151726,1156933,1174275,1173000,1167408,1202006,1194718,1221235,1228280,1239596,1226860,1246754,1276447,1289213,1316370,1313283,1321224,1300570,1320679,1352408,1342688,1344637,1341968,1345362,1343279,1367583,1336673,1348424,1382036,1391511,1384451,1402882,1407422,1417605,1424780,1429092,1438908,1444206,1449283,1452713,1457995,1459585,1461130,1492788,1495633,1509771,1299604","regionId":20815,"isYaRu":false,"shouldUnmountSearchPageInViewer":false,"videoGlobalContext":{"platform":"desktop","isPumpkin":false,"language":"tr","user_time":{"epoch":"1774207266","tz":"America/Louisville","to_iso":"2026-03-22T15:21:06-0400","__is_plain":1},"isHermione":false,"shouldStubImages":true,"enableVideoPreviewInHermione":false,"reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-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":"151171,126352,1281084,287509,220488,1447467,1482975,1492864,912287","queryText":"Technical ML","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","userRegionName":"","userRegionId":"id() {\n return this._region.id;\n }","yandexuid":"8809267431774207265","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":"6819685723033146547215","disableDoc2DocHostLink":false,"shouldHideChannelLink":false,"disableChannelLink":false,"userConnectionRtt":162,"animated":false,"isDoc2DocScrollFix":true,"smartDesktopLayout":true,"enableVIImprovements":false,"enableLazyPoster":false,"isAdvDisabled":false,"isVideoTranslationSupported":false,"isSummaryDisabled":false,"isSummaryOnlineEnabled":true,"shouldRenderBroSummaryApiContainer":false,"shouldDropLogs":false,"shouldUseBeacon":false,"hasAdBlock":false,"rknWarnHosts":[""],"relatedAdvRootMargin":400,"postInstreamScreenDuration":2000,"minVideoDurationForInstream":120,"isInstreamEnabledInTesting":false,"wildcard":false,"isAdvUnderPlayerRedesign":false,"disableEarlyEventsUnsubscribe":false,"showDebugRelatedURL":false,"shouldUseBetaErrorLogging":false,"shouldShowMetaUnderPlayer":false,"isVideoViewerMetaTitleHidden":false,"isStickyPlayerDisabled":false,"headerNoFavicon":false,"headerBranded":false,"shouldCensorSensitiveContent":false,"shouldCensorShockContent":false,"isAdvUnderPlayerTransparent":false,"isDoc2DocGridLayoutEnabled":false,"detailsRedesignEnabled":false,"detailsRedesignV2Enabled":false,"detailsRedesignV3Enabled":false,"isD2DEmptyLoadFixDisabled":false,"isRoundedPlayerEnabled":false,"isSettingsToolbarRedesign":true,"isDoc2DocEmptyRetryEnabled":false,"isAdvUnderPlayerWithBackdrop":false,"isTouchAdvWithBackdrop":false,"isDoc2DocErrorScreenEnabled":true,"isDoc2DocFeedbackKebabEnabled":true,"isCommentsEnabled":false,"isCommentsCountOnSnippetsEnabled":false,"isCommentsSmartNonStopEnabled":false,"isVideoMainButtonInitiallyCollapsed":false,"isAdvUnderPlayerWithInnerPadding":false,"isKebabAdvancedActionsEnabled":false,"isKebabOnTouchVideoSearchEnabled":false,"isAdvVideoListLikeUnderPlayer":false,"isSummaryInMetaButtons":false,"isSummaryInMetaButtonsDesktop":false,"isMetaCommentsButtonEnabled":false,"isCommentsAuthPopup":false,"preventAdvHideOnEmpty":false,"isPlayerChangeCounterEnabled":false,"isSmallTitle":false,"shouldRestoreMuteState":false,"isAdvUnderPlayerWithSlider":false,"isAdvUnderPlayerCommentsAligned":false},"shouldShowAdvId":false,"isAdultQuery":false,"isSensitivePage":false,"showSensitive":false,"showShock":false,"shouldReplaceHref":false},"user":{"tld":"com.tr","isEuDomain":false,"login":"","passportId":"","isLoggedIn":false,"locationName":"Columbus","isFamily":false,"yandexuid":"8809267431774207265","ugcCsrfToken":"","family":1,"isChild":false},"config":{"skinMode":"system","skin":"light","version":"releases-frontend-video-v1.1790.0__5c356d3750240dff6764250084ec02a0a6084cd6","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","request_entry_completed":"2021","snippet":"254","icon":"1167","abuse":"1436","submit":"297","extralinks":"3557","feedback":"296","wizard":"358","incut":"1073","out":"3218","popup":"1544","scroll":"768","show":"487","retry":"3545","region":"287","help":"177","settings":"1137","recommendations":"2671","home":"1319","soo":"65","youtube":"624","google":"66","bing":"568"}},"clips":{"items":{"12528578573790383194":{"videoId":"12528578573790383194","docid":"34-1-16-Z85D468B1C9DF6ECF","description":"🔗 Deep learning: Neural networks 👉 ⏱️ Timestamps 0:00 - Intro into Machine learning 0:14 - Vector Embeddings 5:54 - Deep Learning 10:50 - Supervised learning Algorithm 18:33 - Unsupervised...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3986034/12589740ea0d1ff2bd23f6f2bd6ebe14/564x318_1"},"target":"_self","position":"0","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D4C0gNsmTSMU","linkTemplate":"/video/preview/12528578573790383194?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Technical ML Deep Dive: Vector Embeddings, Reinforcement Learning, Deep Learning, SL & UL","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=4C0gNsmTSMU\",\"src\":\"serp\",\"rvb\":\"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_QD4BwYJAAf8AhEIAwv1AQEA4PkE9gf7AgD3AfgM-gAAAAv7CgoHAAAA7Pj_8_UAAAAgCwD98gD_ABMDEgD-AAAABwoCCv4BAADx8gEB9QIAAQr3CgMAAAAA-v0C_f3-AAANBxP8AAAAABML9AkAAAAAIAAt8GDMOzgTQAlITlACKnMQABpg_QQAGSL-47MXSNTwE_YW6xoh0PG87_8S2v8LT-rf_-i-rhkC_wK-9A6dAAAAFh6mNjUA2n8O879QHeAbyeO5M_5-DCbP4ks6B70AJ_gZw_A9IThJAAsH981bntURCBcJIAAttm4ROzgTQAlIb1ACKq8GEAwaoAYAAAjCAACgQQAAAEEAAFRCAABAQAAA4MAAAEBCAACcwgAAVMIAAARCAAAAwQAA-EEAAAzCAABcwgAAgL8AAIC_AAD4QQAAcEEAAODAAABAwQAAqEIAAMBBAAAIwgAAMEEAAAhCAAAQQQAAYEEAAIC_AAC4QQAACMIAAHBBAAAEQgAA4EAAAHhCAACYQQAAgMAAAODBAACmQgAA-EEAAFRCAAAgQgAAEMEAAHTCAACgwQAAQEEAAOBBAADQQQAAmEEAAERCAAA8wgAA4EAAANDBAABAQQAAhMIAAADAAABgQQAABMIAAOjBAACqQgAAIEEAAERCAABgwQAAQMEAAKDBAAAgQgAAAMEAAPhBAAAAwQAA4MAAAAhCAABAwAAABEIAAFTCAAAAwgAABEIAAHjCAAAAwAAASEIAAPhBAACgwAAAgD8AABBBAAAwQQAAYEIAAFDBAABkQgAAHEIAANhCAACeQgAAQEEAADhCAACQwQAAyEEAAMjBAACAvwAAVMIAAATCAAAwQgAACMIAADDCAAAoQgAAmEEAAIC_AABQwQAAgD8AAFhCAADwQQAADEIAACBCAAA8QgAAAMEAACDBAACiQgAAXEIAAJJCAADQwQAA4EEAAHjCAADIwQAA0EEAANBBAACgwAAA-EEAAFTCAAAMQgAAuEEAACxCAACQQQAAaMIAACjCAAD6QgAAUEEAAIBAAACQQQAAFEIAABDBAACUQgAAKMIAAABAAACEwgAAgEAAABRCAACAwAAAcEEAAJBBAAA8QgAAQMAAAIDBAAB0QgAA6EEAAOBAAACIwQAAAEIAAPjBAAAwwQAAUEIAAFDBAACIwgAAAMEAAIDBAABMwgAAmEEAAATCAACAwQAAGEIAAHDBAAAgQQAAAMEAADhCAAAgQgAAysIAAJDBAACAwAAAwsIAAAzCAABAQAAAFMIAAGDBAACAQQAAqEIAACBBAABMwgAAuMEAAEBAAAAgQQAAJMIAAEhCAAD-QgAAmMEAALJCAABswgAAfMIAAFhCAACQQQAAgkIAAOBBAAAoQgAA6MEAACjCAAAQQSAAOBNACUh1UAEqjwIQABqAAgAArr4AADA9AADYPQAA4LwAADC9AABcPgAATD4AAB-_AADuvgAAyL0AALg9AAD4PQAAED0AAEQ-AABwvQAAUD0AANg9AABQPQAAkj4AAPY-AAB_PwAAXL4AAHQ-AABAvAAAfL4AALK-AABAvAAAor4AAOC8AAAUPgAAfD4AAKg9AAAQvQAAHL4AABw-AABkPgAAHD4AAK6-AADGvgAANL4AANK-AADYvQAA4DwAANi9AABkvgAA-D0AAOo-AABAPAAAyD0AAP6-AABwvQAAhr4AAJg9AABEPgAApr4AAKA8AABjPwAAyD0AALY-AACAOwAAML0AABC9AACgPAAAHD4gADgTQAlIfFABKo8CEAEagAIAADy-AADgvAAAoLwAADW_AACYvQAAuL0AAMg9AADYvQAAqL0AALg9AADYvQAAgr4AANi9AAB8vgAA-D0AAMi9AABQvQAAET8AAIA7AACePgAAHD4AABC9AABQvQAAQLwAAIA7AABAPAAAiL0AAKg9AACgPAAA-D0AAKg9AADoPQAAuL0AAKC8AADYPQAAQLwAALI-AADgPAAAqr4AAGw-AADIPQAAoDwAAHC9AABsPgAA2L0AAIC7AAB_vwAAmD0AANi9AADgPAAAML0AAIa-AACgPAAAED0AADQ-AADIPQAAUD0AAKg9AAC4vQAA4LwAAKC8AAAUPgAAiD0AAIg9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=4C0gNsmTSMU","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["12528578573790383194"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"17003229042022205925":{"videoId":"17003229042022205925","docid":"34-5-3-ZFCE0527ED5A96A11","description":"At Uber, machine learning powers many business decisions to bring about experiences that delight our customers. To empower our product development teams with ML technology, we have built the...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2721662/7d697fda3218ae557a1286dd345d631a/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/xBL-JgIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"1","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DgMT_ONmI9RM","linkTemplate":"/video/preview/17003229042022205925?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Large-scale deep learning training and tuning with Ray at Uber","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=gMT_ONmI9RM\",\"src\":\"serp\",\"rvb\":\"EqsDChQxMjUyODU3ODU3Mzc5MDM4MzE5NAoUMTcwMDMyMjkwNDIwMjIyMDU5MjUKEzk1NTI5MTc1NzkxODUzMDAwNDAKEzk1MzMwNTQ1NzgwNTY0NzI1NzYKFDE1NjI1OTAzNTY0NzY2NDQyOTkxChMyMjYwODAyNzYzNjExODA4NDcxChM3Nzk2NzM4MTAzNTg2NzIzNDU0ChMzMzkzMzAzNDUxOTg3MzM2OTU1ChQxNzIxMjgyOTQzMTU3MjY4MzI1NgoTNTQ3MDUzODQwNjIxMjA4NTAzNQoUMTM4NzE5NDM0NzA0Mzc0ODAyNjgKEzQ4MTE3ODQ5MzM4MzYzNzExODgKFDE0MjM0MTY4NDgwMjUzNDE0NDAyChQxNDQwNDMyNjYyMTE2Njg5MjM5MAoSNTk3MTUyMzg3NzkzODg4OTAzChQxMDY2NDc5NDUxMTMyNzE1MjI1MAoTNDEzMjQxMTMwOTM5MTk4NDg4MAoTNDcxOTQ4Nzg2MzM3MDAyMzgwMgoTMTQ5MTYxNTE2MjU2NTcwNjU5MgoTOTc4MDUyNTIzNjkyNTg3MzEwORoWChQxNzAwMzIyOTA0MjAyMjIwNTkyNVoUMTcwMDMyMjkwNDIwMjIyMDU5MjVqiBcSATAYACJFGjEACipoaGhydmN5dnV4aWJremNkaGhVQzdMMXRadzUycnRnbUlCNGZyX2Y0MHcSAgASKhDCDw8aDz8Tzw-CBCQBgAQrKosBEAEaeIHuBfwFAf8A_AAQBQcH_AICFfr69v__AOz47_wFAAAA_P4CDQAAAAD-7gwGAgAAAOv8-w33AQAADA37AgUAAAAG_wMO9QAAAPEI9Pj_AQAA-fEOCQP_AAAABw8FAAAAAPkB-gr_AAAA-fb4-QAAAAATCwD7AAAAACAALWoszzs4E0AJSE5QAiqEAhAAGvABcfr_Adf4Df8LBuIA8inuAIEFC_8eEOsAy_UIALn37QDqHgr_8toEAQUSHf_WAfP_GO39_0gI7QD1_AoAGQ8DAAX_DABG7wAALgD9APjv-AAM_g3_KQsUARP3EwAZEvj-EQAO_-Hr2gDvFvEACfcZ_xI4CAIO8_0D_AUSBPQX-vzxAxEAHw0C_fv2_Pz7MAQBF-X4BwEF_gb3-fMB8xv-APjy-vsY_fwHLAv_COnu-_gIBx4AIBUB_AgI_QkJFwf8-er__xn6-gXxGQcDIQIHCQzoFgL19goGCRfvAAL4_vzs6xH24g_-_P7tBQMIAvP7IAAtbidIOzgTQAlIYVACKs8HEAAawAf67wG_gRtvO_7SYr3u0qG8B6gaPSARLjxJK748V7KjvJny37vS_9I9aSp1PVSUBbyXx6q-E8fsO74Rnbw7GWw-rgzqPIKMJTxxPB--9xplu9NtpDxPeJG-ZxVMPanmi7p9A9M9VwKMO6t2TT3eyy0-sFIFvNjk3zsBnMW7ff7Bu6CSbr0YHCq9vk6KvQYOC7xCoLk9230YvbgE_TvmA0I-9j1PvUcBAbutGwq9yL5aPTydkLzKPXO9pPXBvItLujzqr_c9MbJROshNAz0vP8O7L7GJO3KCm7xQoV898HbWu2uYhrwccv08ha1-PdeE_DcE-aO8pl_ivPgBxLleo8C8DWKRPY7TqzweGTs-QaS6O6sQRbyDz4W8658xPdGhnTv285G9K_6KvDriGDpBwmY88HTCPIt1ojtEFNM8R9KJPF8WyTzPReg8GsFGPESMMrxi3Gg94bKaPcrcPjs_fRo9vMbTPLhAgjso1d69aAr4vO0DubsPttg9XKNvvbDtiDxkldI9rQsJPUZdazw6G_Y7mZRMvPEtDTyszRy7xHacPGEQvbwZNBk9FAAovfLjlrtqEMk7TJOtPHPIvDmqpY-9YHlrvLPsSbw9kXE9-GEuvfnmirvdK749vwo1PTLmzztSXxY97GqyvOGHObyUmpe989jkO2ru8Dtqepo85AlOvYLE-jsRK409V0IduYvWFzzmKlG92ImmvB2KijvIMpM9CrQgPTA1nTn2K_g59O9EPCssnzrYQwA9hkDJPWUfNbkyVyY9uOSYvaBq8re0WCu7WWAZPc15UDmOmIQ9pufnvCxhrzk9LO88uH4wvNjVxLeF-BU8-2mtvFd6uTkZoem8lDsCPbRd0bnGJmM9S9aXvPZvzjmANgg9QW61vB0DYrnrS4C9QAenPFvERrngMfo7fiCUvDkU0LiU0dC6vS2CvdDoADj4wPO8IS1kPVCcuzj4BQs8EYrtvA-8MbU71lY8KWB2vclQULgezrI8tiVXPatJTLexmKI8HeLEvFxbArjGoBi96ICHu2_VGLa4Pqy8bAb4vXn_ILjoThA916XGPGkihDjJOKu9_JQ-vVOU-7e8lLq87r2-vUmLmzcTuss716GauhpeN7aSEvE8Gw1AvfRmYzgVThc9ASPcuzlDmbjslei7M_MpPTgaUbhs7mg8KSCSvIcYqjcwV5W9XP9zvd2SQzfVlOQ8vjamvfOjTbigFw49FyW9PSh_ADnv8rO92gICPlDxYLn7NxS9ic43Pa8Nj7fOK6i8-qkHOj1V4zcgADgTQAlIbVABKnMQABpgUgcAK-Mi5uoLNev_4uMw4_Hx7fa1Mv8fzf_yCgAh8QffiiDl_xwBCiqaAAAAPxW0HjoAAn88me7_1AsE05MfFcl35BMq8-pI8OfeCB0fuMXOPTdGAAbbviREw-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-MEAAAhCAAA4QgAApkIAAMhBAABgwQAAIMIAAAhCAABAwAAAYMEAAOBAAAAwwQAAREIAAIBAAAB4QgAA0MEAAEDAAAAcwgAAAEEAAMBAAABcQgAA4EAAAEDCAABAwAAAoMEAAEDBAACAwgAAEMIAAAAAAABQwQAA0EEAABBBAABwwgAAFMIAAIjCAAAUwiAAOBNACUh1UAEqjwIQABqAAgAAPL4AAJg9AAAMPgAAtj4AADy-AACePgAALD4AAMa-AADgPAAAur4AABC9AABsvgAAZD4AAEC8AAAkvgAADL4AABw-AAC4PQAABz8AADc_AAB_PwAAMD0AAJg9AAA8PgAAUL0AAIC7AAAcPgAAbL4AAPg9AAAVPwAAjj4AAFA9AACgvAAADD4AAEQ-AACiPgAAQDwAAL6-AADSvgAAUL0AAHy-AAA8vgAA2D0AAKC8AACgvAAA5j4AAFQ-AAC4vQAAdL4AAAw-AACgPAAARL4AADQ-AABwPQAAkj4AAIg9AABVPwAA-L0AADA9AAAcPgAADL4AAAw-AADovQAAoLwgADgTQAlIfFABKo8CEAEagAIAABy-AABUvgAAiL0AAEu_AACIvQAAoLwAABC9AAAQPQAAyL0AAMg9AAA0vgAABL4AADC9AAAUvgAAEL0AAEC8AABAPAAALz8AAPg9AAC2PgAAgDsAABA9AAAwvQAAgLsAAHC9AAAwPQAAcL0AABC9AABAPAAAJD4AAEA8AADoPQAADD4AABy-AADgPAAA-L0AAII-AAD4vQAAdL4AADQ-AACAOwAAmL0AAAy-AABwPQAAUL0AADC9AAB_vwAAmL0AAOi9AABAvAAAqD0AAES-AAAwvQAA2D0AAPg9AACoPQAA4DwAADA9AACYPQAA-D0AADw-AABQvQAAPL4AAEC8IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=gMT_ONmI9RM","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["17003229042022205925"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"650857327"},"9552917579185300040":{"videoId":"9552917579185300040","docid":"34-8-8-ZAFA682ACD9B1DAFF","description":"Delivering the results of advanced ML technology to customers requires a rigorous approach and production-ready systems. In this quick overview learn about TFX, the framework that Google uses to...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3118027/2d058f68519440decfd31d1456b4ab49/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/iuK1TQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"2","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DYeuvR6m6ACQ","linkTemplate":"/video/preview/9552917579185300040?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"ML engineering for production ML deployments with TFX (TensorFlow Fall 2020 Updates)","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=YeuvR6m6ACQ\",\"src\":\"serp\",\"rvb\":\"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_f0F_wEzBvoFIQQHAPX6-vz9A_8A9Of-A_oAAAAK-_4HAQAAAPgI-fH1_gEAAw31_wQAAAAI-Af48wAAAPwTAhH-AQAAAwAA-wP_AAAUCwkB_wAAAPX7Ffz_AAAADQEH9wAAAAAFD_YNAP8AACAALe7wvTs4E0AJSE5QAiqEAhAAGvABXgYGAe7dCQHyBeEA0xHn_4EFC_8x9ucA0fwYAL8O2P_qBvYA6PAV_wMAHf_MEwYA_-flABILAQH__Q8APPkZ_wwRHAA3_gYAD_zuAfUO7P8M_g3_JfkeAR3qBQARGvwBLgAe_eL46wD59uUE8w8OAygxBQAaBAsG7_gR_-UXEAABFvgEGR0NAvTm__v-DBcCC_DpAQUJ6gD0CPAD_QIBA-rzEQAP-OYAJvvqAvrkA_b0Dg38BgztAtcF8gP5FwD_9hwD-Bzm_QTxE_v_LOQA-gH4Ewj-_QYAAwr2Auz3_Pjl-gv0yhUI-wAFCQEA-fb-IAAtbidIOzgTQAlIYVACKs8HEAAawAeHFuG-uD7sPDlCJr1ayK08M9xAPZ5ilbzgoP29LgymOwWRHryQoh4-ShLfPLdDATzScpC-_a5-PVwRDbrGa6Y-yKpSPOmXLbznp9i9nFPJPADiLjtFvPW9Z-jEPKy4J7x9l_I9FAt3PZzdOj2g4tg9YTyevMVPiLy6S4I9_BPBvPI6B72X1J47rFuYvaHQl7zlgHg9RyFEvRsLDrvr4LA9f3iMvHwVT7xBHMW9QCj5PH9dejsZWBe-FU0RvS4dczwFNPE9FSQNvDZDXzrotzQ9Ry80POdXDjzoVZM9-Z6yun5G87wh5728kanxPJwfuTvnpxg9gHe8vJV_rbxM-hu9s-mtO2HNlrvdYDg-KaZcPeMbPjoUmwq9XTVPPfglUTxiTiu99H3Au8M0AjwsRRI-oNw7vc-JmDx964M8LKuLN9o20jvPReg8GsFGPESMMrzGxLa9PihDPRm5nby-aNG7kN5LPawjIrweJSW9v9lBvNpr6rs2EME9urvOvcDUxzrl7hM-F8c3PMKKcLto0mE9ykIFPQbEmjwT_LU9dJA8PQErj7sisJg9FsZxPCO7d7wT46s8nVGOPfyjc7vxbpu9ycuavV5tAbwCyIo9OIyNvRTHZLs2WUM9W_6uu2CH2jsmk-68cKXoPJSdwDr7YJS96SC5vJLNlzskc7a9uhf3uxyCTDrf-eU9TZSMu3kr4DoV9RO9UYiAvarBPzq7XEk9HJXbPNZU9TorG1E9p62mvefg27pb62s9n-i6PRId3rh0EiU5Lug4vf-qgbl6oxs9nD6hPeBT4DlI5cE8RaaHvUKIvziF-SE9ydAMvWo2_LXR-gW9lpXDumXkzLgc1g89WmKlPHBd5bm4ePi8g4rHO0wJHTqGnt47q3VivUnV_7nrS4C9QAenPFvERrkbi3w9NckZPW07grZF6oc9lfSwPN5o9Lfy8o-87taNvf4cNzirs5q8TftBPFirQ7d7Eti8zwZqvfGnoThXoAy9T3aTPepIZ7j-kh48zYSwPLfRlbUpCQm9vU4PvfwduzgOPYO9bIMpvYKyyrfoThA916XGPGkihDjK4QO-ENcePJf9TjdZeiO9VWiwvQzoMbhVhF07k8kJPSEyLTif2JS9usRsvfJSFDg_Eys8EVWZOyvjA7izG0c93dQROkeYDbdcd449ZB1zPTXnZrfltp29BP4QvXFWkbdhBnk98zoSvkvnqbhCy189Yxq3PW6Qjjiu75O9OuPAPR4C6bghrCa9VAF3PWErUrjY4HO9zPx0vcwWjbggADgTQAlIbVABKnMQABpgUPkAM_oAzun8TOMC1ukWBPYP9OLiB_8i9v8THdXl8ArlmCv6_zzXKQuoAAAAFALhC-gAA3cOuOXj8jjqu57xHQF_5vY9pCwU8JrIHgED7A8SziU4ABTwqhVI4bsqSfweIAAttGAYOzgTQAlIb1ACKq8GEAwaoAYAALhBAAAswgAATEIAAIA_AAAAQQAAQMIAABhCAABEwgAAmsIAAHDBAAAkQgAA4EEAAFjCAABAwAAAHEIAABTCAABwwQAACMIAAKjBAABkwgAAJMIAAOhBAABAwQAAokIAAJBCAAD4QQAAPMIAAJrCAADOQgAArEIAAPBBAACIQQAANMIAADBCAAAcwgAAQEEAALDBAACiQgAAyEEAAABBAADYwQAA2EEAANhBAABIQgAALEIAAEBBAACAwQAADMIAAJhCAADoQQAAgEAAAFhCAADgQQAAAMAAADTCAAB8wgAAAMAAALBBAAAEwgAAQEAAACDBAADgQAAAUMIAAIC_AABAQAAAgMAAAARCAAD4wQAAgEAAAFBBAABQQQAAPEIAADjCAADEQgAAAEIAAJLCAACIwQAAAMAAAIJCAADowQAAAMIAAHBBAADIwQAATEIAAKRCAADgQQAAkMEAALBBAACGQgAA6MEAAKDAAAA8QgAAeEIAAKDAAADAwQAAdMIAAGBBAAAYQgAArEIAAIBAAADowQAAhEIAALhBAAAkwgAAbMIAAIBAAAAQwgAAAEEAAODBAACWQgAAFEIAABBBAADQwQAAjsIAAFhCAACwQgAA2MEAAIC_AABQwQAA8MEAAIDBAAAEwgAAsMEAAMjBAAAYQgAAmEEAABBBAAA0wgAA6EEAAPjBAAAUwgAABMIAACDBAAAsQgAAAEEAAEzCAACYQQAA-MEAAHjCAACowgAA4EEAABhCAAA0QgAA0EEAAAAAAAD4wQAAmMEAADRCAABAwAAAEMEAAPhBAABgQQAAgEEAAIDAAACAQAAAIMEAAFDBAABwwgAAAEIAAFxCAAD4wQAAgL8AAHjCAABQwQAAQEAAANhBAADIQQAAoEAAAIZCAADowQAAWMIAAGxCAADYQQAAIMEAABBCAAA8QgAALEIAANDBAADOQgAAYEEAAKDAAACAwQAAIEEAAAjCAABgQgAAgD8AAFjCAADgQQAAAEAAAIBAAACYwQAAcMEAAOjBAACQQQAAIEEAAGTCAACAwQAAyMEAAK7CAABwwSAAOBNACUh1UAEqjwIQABqAAgAAoLwAAOA8AABwPQAAiD0AAAS-AACoPQAAJL4AACG_AADGvgAAQDwAAOg9AAAQvQAAED0AAJI-AACuvgAAMD0AAM4-AACIvQAA-D0AAMo-AAB_PwAALL4AAKi9AACGvgAAhr4AABy-AABAvAAA-L0AAK6-AABAvAAAdD4AADw-AABUvgAADL4AABQ-AAA8vgAAuD0AACy-AABEvgAAEL0AANq-AABQvQAAcL0AAFA9AADgPAAAHD4AAII-AACovQAABD4AAEy-AADIPQAApr4AADS-AAAUPgAAgr4AAIC7AAA5PwAADD4AAKg9AAAkPgAA6L0AAPi9AABAPAAAmL0gADgTQAlIfFABKo8CEAEagAIAABC9AADYPQAAUL0AAAm_AACIPQAAQLwAADy-AACoPQAAmL0AAHQ-AAAEvgAABL4AABS-AADevgAAED0AABC9AAAUvgAAWT8AAKA8AACWPgAA2D0AACS-AAAMPgAAcD0AAOC8AACIPQAAkr4AAAw-AADgvAAAmL0AAFA9AACAuwAA-D0AALg9AAA0PgAA6L0AACQ-AACYPQAAmr4AACQ-AABcPgAAcD0AADC9AABkvgAAQDwAAEA8AAB_vwAAgLsAAOC8AACWvgAADL4AAEy-AADYPQAAcD0AAFw-AAAwPQAAQLwAAIi9AABUvgAADD4AABy-AACoPQAA4LwAAIg9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=YeuvR6m6ACQ","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["9552917579185300040"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"2930929725"},"9533054578056472576":{"videoId":"9533054578056472576","docid":"34-3-10-Z678ACF409756CDA0","description":"In this Machine Learning Tech Talks session, Senior UX Designer Di Dang unpacks best practices for ML product decisions using the People + AI Guidebook. Learn how UX considerations can impact...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2714630/4b4ee848ae3e6ea0f064c973174ea2d4/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/lnO-5wEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"3","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D2aWh3-Wnb-A","linkTemplate":"/video/preview/9533054578056472576?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Best practices for ML product decisions (ML Tech Talks)","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=2aWh3-Wnb-A\",\"src\":\"serp\",\"rvb\":\"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-voLA_0ABPQRBPsJ_AIfAfX-FAECAPwF-fwHBf4A8gAI_PsAAAAA-_gL_gAAAPcLBQH5_wAAIwv8AAQAAAATCff99gAAAPsJCwz-AQAA7fL9DAT_AAATCAPz_wAAAPb3DfIAAAAAFAD--wEAAAAC__H7AP8AACAALWDGyzs4E0AJSE5QAiqEAhAAGvABfwfqAufuHgILBuEAzPL7AKUIIP8y9uYAsQMKAKru3__yMO8A8vEeACX0HwDqIQUABPnzAAn6AAAb9gP_LykA__4SIwAv8fwAD-3vAQMR6P4NAPb_DPAA_yDuFQAUCfv_EgAP_9EA4gAc7PUBEQIXAAsGEQMK9gwG9QUKAfH4CwUB_fL-LAz2Ad4Y9P0GEgwA5vH6_e0KA_3n3w39CP_fARr0_wYNEfYAD-0NC_DqBf3zAQcA-fMDAer0BgXw-xQEDfoWB9H59QMZBfn4HtgA_gznFwIP8_3__unu9__vBvYD5_r74RgL_OUB_gb3C_cIIAAtqRREOzgTQAlIYVACKs8HEAAawAf9FgG_WNHVPFS3hrtJUk29Vz-mPRjZBL09a4K98Lk4vTd5QD2KwhM9tE1bPbYOEDycTZe-6j1cuWSPFrzGa6Y-yKpSPOmXLbwOMQ6-TQaRPEfoQrzn_iq-Xcv_PEh0KjwJayM-rCkfPaN5wDyVels9Kp8XOv7Btjzkw8c8w_IguoOa67xPCHw7ctJFvd-KRLxl5Bw-hmKxvcJU0Lqho7A8NmDrvKraizut9Wq9O1ESPSXJmLzZZIi9HhcVPU32zzz3PxA-F6BtvJ9J8jtr0Fw9QNjOuxblCD3cx0C9szjOu9bZmrwGHDg9ckVzvA2rkzzPMNU9T71kvTtPAT2viiC8mjNsPCM6GbzdYDg-KaZcPeMbPjoSHTi8SUCWvG-Przx2nkK94QiCPeXHJLpLD5k9IRisvD-IJrvpjcm858LtPOTumLuqVD882LaoPOAQy7pRM7-8xVZQPdFIurygm4c9CPh_PGu-iLsAOze9DEDjvC2-l7yzVn48zjgtvVHMsDy2hkI-C1LfvKd6rjrIzxY-aWNWvZdqWzrIXYQ8jZSCPTbIJLzdRr49JifJvFh5vDtO_4M9ApU2PZ7YvzuTH7y9v5DfvFDhCrzou_s9CxZdvaDmHDxcTxu8uzMJPT3CHzzeeuq7zH8DPUttkLtFgJM8TzAtPW3tszuKfRi9kf8zPcWgvDsroTu8usWXPGomKTwmVoY9WvkAvTyS-LhE87U9liJvOV7L-TpfVx09MIH7vXa-OLf8ie-8YUEwPV1DYLnePSA9AjpdveTmyDk_3pI7EAjPPPPE1ridoA09cJBVPSXAiLnuc-O70qGIvcMjPDlkO1-9N1vvvHciyjj0RYw8zNC4PHmjJTqwIh696_BGPHZ0ljk-Qp296KpUvZaHTrngok697kigPXQK-7cQyXA9NIDXPR_SI7f-sEo8xCAVvemxBzeuHXs83HksvRdCBjdxB106L5WtPS_64rdd_gO95e8cPDgTr7hgJ3C9mhFZPQenmbeDaJK85IMePadrqTd5HcY9lKtTvbR8Gjipg-E8zysDvfst4zURTJq8o9KDPSMfDDjyURC9vFuZPC7sbzgV7QC9v9mgO3hZAbcSn2C7shw2u2ULMjaBFYG9UEIfvYeJHTjKLVI84CsbvKMgXbhKjA89tVNvO8AM3reb5TK8zOvIPAsXdzWakAC5wMRpvKgBh7j2dHo94A_fvT-Zm7dZDwS8ph2IPfT5PTi6E6y8cty5PXQwGLn9pJU9OVvlvB_qKrfOZhq9D-7OvJAkP7cgADgTQAlIbVABKnMQABpgRfsAOvwG7LkCSdAH0fQg5_Qt5AnCIP8EGf_0B5_R5fbhtREe_xfl_QWlAAAABS_lECMA834KxL0Z6vYCxoHmGTB67CghvQ8ODMHzHPTF-t8mvyJHAPbqrTAe-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-MEAAKBBAABAQAAAwEEAAEDAAADgQQAAiEEAAABBAACIwgAAgL8AAKBCAACcQgAAEEEAAKhBAAAwwgAAOMIAABTCAACQwQAAuMEAAEBAAADgQQAAMMEAAIC_AACIwQAAYEEAAFzCAACQwQAA8MEAALjBAACQQQAAwEEAAMDAAABsQgAAAMAAALrCAACGwgAAEEIAAIBCAACWQgAAkEEAAERCAAAwQgAAFEIAABDCAACYwQAAKMIAAIBBAACgwAAAuEEAAABAAAAEwgAAUMIAADBBAAAwwgAAUEIAAIJCAADYwQAAQMAAAHzCAACAvwAADMIAAADBAACAQQAAqMEAAIhBAAAEwgAAwMEAAJhCAAAEQgAAwEAAAKhBAADgQQAAmkIAAIjBAACQQQAA2EEAAPBBAAAwwQAAQEAAAMDAAACOQgAAwMEAADzCAAAkQgAAIMEAAADAAACYwQAAAMIAAADCAACYwQAA6MEAAOjBAAB4wgAAwMAAAHDCAAAAwiAAOBNACUh1UAEqjwIQABqAAgAADL4AAKi9AACIvQAAgLsAAKi9AAD4vQAAZL4AAAG_AAAUvgAA6L0AADw-AAAEvgAAFD4AAKY-AACovQAAQDwAAL4-AAAQPQAAjj4AACM_AAB_PwAAoLwAACQ-AAAMvgAAir4AADC9AABwPQAAED0AAIq-AABUPgAAgj4AAFA9AABAPAAABD4AAO4-AABMPgAA4DwAAHS-AAB8vgAAUL0AAKK-AAD2vgAAmL0AAKg9AABAvAAATD4AAKY-AAAcvgAAyL0AAJa-AAAUPgAAVL4AAKg9AADSPgAAir4AABA9AABLPwAATD4AACQ-AABQPQAARL4AAEA8AACYvQAAyr4gADgTQAlIfFABKo8CEAEagAIAAIA7AABAPAAA2L0AADe_AABAPAAAyD0AACy-AADoPQAAiL0AAII-AAAkvgAAcL0AANi9AAAFvwAAFD4AAKC8AACqvgAAbz8AADQ-AACmPgAAmD0AAJa-AABEPgAAij4AAJi9AAC4vQAAJL4AAEw-AADovQAAZL4AABC9AACgvAAAXD4AAIg9AACYPQAAfL4AADQ-AACOvgAAxr4AAMI-AAD4vQAAQDwAAFS-AAC4vQAAVD4AAKi9AAB_vwAABL4AAOg9AACOvgAAmr4AAK6-AAAMvgAAgDsAADQ-AADoPQAAgDsAAMg9AABAPAAATD4AAOA8AAB8PgAA6L0AABC9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=2aWh3-Wnb-A","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["9533054578056472576"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"910962517"},"15625903564766442991":{"videoId":"15625903564766442991","docid":"34-9-13-Z158BD99D4F31C6D0","description":"Today, nearly all data experimentation at Yelp—from products to AI and machine learning—occurs on the custom-built Bunsen platform, with over 700 experiments in total being run at any one time.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2803244/b1eacc21c13f57d2752e24158799ba10/564x318_1"},"target":"_self","position":"5","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DjxdGul6h8vQ","linkTemplate":"/video/preview/15625903564766442991?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"ML Product Experiments at Scale","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=jxdGul6h8vQ\",\"src\":\"serp\",\"rvb\":\"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_AgD79Q3_BwX-ARQK_Pz1AgIAAA0L9AME_gD8_wgDAQAAAAb7BAz7AAAA7QYDBfEBAQAXF_37BAAAAAkCAAD0AQAA-w4G_v8BAADmCfsJAwAAABIKCAH_AAAA9wIG9v__AAAM-_7xAQAAAAP5_gMAAAAAIAAt2X3WOzgTQAlITlACKnMQABpg9BgABRwEKMv2bd4oBNkO9vQxCA7HPP_7___wFbnf9wbemxYi_x3qD-WoAAAABfgSXvsA9XQRy7en9yz-1cjHCSx_CCMiz_Im7QYNHeYX9g0g4BQ1ANrh8SoV7M5ALyf6IAAt4hMiOzgTQAlIb1ACKq8GEAwaoAYAAEDCAADAQAAAUEEAAMDBAACQQgAAoMEAACBCAABUwgAAjMIAABjCAAAAQgAABMIAAEzCAAAswgAALEIAAGBBAAAkwgAAiMEAAHDCAACcwgAAWEIAAADCAADQwQAAmEEAAHBCAACQwQAAqMIAAHDCAADSQgAAVEIAAMBAAADgQAAAMMIAACRCAADgwgAAMEEAAOBAAABcQgAABMIAAIA_AAAAQQAAwEEAAIBAAABgQQAAAEIAAIjBAADgwQAAiMEAALJCAACYwQAAAMIAABBCAACAQQAAMEEAAERCAADgQAAA9MIAAPhBAADYwQAAQEEAACRCAAAAAAAAyEEAABDCAAAAQQAAFMIAALBBAAA4wgAAAEIAACxCAAAgQgAADEIAALjBAABcQgAAqMIAAFDCAAAMwgAA0MEAAIC_AABAQQAAUMIAAGDBAAAIQgAAiMEAADjCAAB8QgAAAMEAAAxCAAB8QgAAKMIAABRCAAAgwQAAIEIAACDCAAAYQgAAgMIAAABCAADgwAAAcEEAAIRCAADIwQAAaEIAAGBCAAAMwgAAcMEAAEzCAAAgwQAAIEEAAATCAACQQQAAkMEAAIA_AADgQAAAZMIAAEBCAABIQgAAqEEAAKDAAADIwQAA0MEAANBBAABYwgAAIMEAACBCAACCQgAAAMEAAFBBAADAQAAANMIAAABBAAAcwgAAIMIAAIjBAAAwQQAAPEIAAGDBAABAwAAAEEEAADDCAABgwgAAKMIAAIhCAACGQgAAAAAAAIA_AADwQQAAWMIAAMBBAACAQQAAgEEAAOjBAACAwQAAUEEAADxCAAAEQgAAAEAAADBBAAB0wgAAAMEAAJRCAAC4wQAAsEEAAFDBAAAIQgAAgD8AAAzCAAAQQgAAmkIAAJhBAABAwQAAwMEAAGBBAADAwAAAIMEAABBCAABAQQAAsEEAAFDBAAAsQgAAAMAAAABAAABcwgAAAEAAAJDBAACAwAAAwMAAAFjCAAA4QgAA4MEAAOjBAADwwgAA8MEAAKBBAADQQQAAkMEAAExCAABowgAAfMIAANDCAACAwCAAOBNACUh1UAEqjwIQABqAAgAAoDwAAFC9AADYvQAAmD0AAOC8AACYPQAAqr4AAOq-AACAuwAAuL0AAEw-AACovQAAEL0AANo-AACSvgAA2D0AAJI-AACgPAAAdD4AAC8_AAB_PwAAVL4AACw-AAAQvQAALL4AAMi9AADgvAAAgDsAABA9AACyPgAATD4AAHA9AACIPQAAVD4AAI4-AACOPgAAyD0AANq-AAC6vgAAEL0AAJ6-AAC2vgAArj4AADA9AAAwPQAAMD0AAFA9AAA0vgAAXL4AAGS-AAAQPQAAFL4AAHQ-AAC2PgAA2L0AAKA8AAA5PwAAND4AANg9AAA0PgAAgLsAAEw-AABQvQAA4LwgADgTQAlIfFABKo8CEAEagAIAANg9AADIvQAAJL4AADu_AADIvQAAQLwAAOA8AACYPQAAgDsAAFw-AACgvAAAML0AABA9AACKvgAA6D0AAKA8AABcvgAARz8AAGQ-AADiPgAAcL0AAAS-AAC4PQAAEL0AAKi9AADYPQAAoLwAAIA7AABUvgAAQLwAAIC7AABAPAAAPD4AAKC8AACgvAAATL4AAOC8AACAOwAAjr4AAEw-AAAEPgAABD4AAEC8AADIvQAAQLwAAOi9AAB_vwAAXL4AAJg9AACSvgAALL4AAPi9AABQvQAAcD0AAIo-AADYPQAAEL0AAMi9AAD4vQAADD4AAAQ-AADgvAAAlr4AADC9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=jxdGul6h8vQ","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["15625903564766442991"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"2260802763611808471":{"videoId":"2260802763611808471","docid":"34-11-9-ZD9D7D318E20B4825","description":"ML Techniques for Energy Efficiency & Anomaly Detection in Hybrid Wireless Sensor Networks | Matlab...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3307090/c84d46b95c79de72a81fb4c2c4fa0be3/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/KFS-OAIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"6","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DtMungR0KOHs","linkTemplate":"/video/preview/2260802763611808471?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"ML Techniques for Energy Efficiency & Anomaly Detection in Hybrid Wireless Sensor Networks","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=tMungR0KOHs\",\"src\":\"serp\",\"rvb\":\"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_E4ABggQkAYAEKyqLARABGniBBRT9CQT8AAQABQcBCfwCGwAGCggBAQDnCAEO_f4BAOjsCwAE_wAA8_r1DPwAAAD2_vsI8_8BAA3_6_sCAAAAFP0A-P8AAAD6Efr__gEAAPQGAgIDAAAAIPUGAwAAAAD2Awz8AgAAAPb___4AAAAABAb4-wAAAAAgAC1L5Mc7OBNACUhOUAIqhAIQABrwAWIHGAEK-PoCyPDxAOL_-AGBBQv_DRDeANvr8QHj9dIB7_YUAOz9L_8O_AX_tyAYAP8EBAApBfcADuIEABAJAQAYICEAEQznAST3-wDV7wf_6Bkh_h_08QD6CgsAAhHuAgYBCv7dCvQA3uHVBPsTFQHyFgwCNd_6AeYGFAP69BkC9Br9_AQG-AD29wwA2_gH_vwLzwcs-_IA_QLpASIiF_4j8wUAFg76BBPsFP7lHAL8AfIA-O_hDv3tCQEALAMX_N_zBP392PX97_v3-xr37f3i_AMEJAn2_gID8vMX9fX37B0SAQguCPrfCP4O9AoA_yAALW4nSDs4E0AJSGFQAirPBxAAGsAH0c-cvrWTNz3RHi-9PiuUvUjzET3hYG-9JuN4vrQHtbyirW-9YvU3PoAwizzJkjk8-MGBvn_o-LxEaU89D6EFPYxu1rsds0e8KGHmvb5OSTtXT3c8T3iRvmcVTD2p5ou6165fPY7Krb1PiuA8GxBRPiPue71VtIO8JAi6u6xBzjwI_tw80eeTPQ6bLb0dC8S7SkYePl_5YjxA3SA9kBMmPjbvEz16MAy5CT2BPSJhnj2qFcE8uOnPPKykuryu5V88HejBPYb8frnqSY88CChoPVivPb3lWW486P5FPBQxFj0avf27fD2pPZPUWL2as3I6f8K0PFp3Pb1HJe27XdIivZTJnzxzsyk918N3Pdndjb1grVo8Up6kvbV6_bwskOq81lfXvSWJb73gb2o8lP8EPQkxXL2EI447Yz2KPSAghDz5SIo8Ue-jPVnQxbtLUr48et6dPcXtKzzwSwI9nASlPF0AdTyjJ4C8gGvCvT8qD70si3g8StxZPfoRmrzrE8o8-8uOPUDperxV10Y8tntePQfJJzzLVqw7mSF_vXnKzbtF2oa8IrCYPRbGcTwju3e895MxvbNowL2f4jy7Vd6OvUH6wT3l3FK6wz6bPROPNb0lJBI89BNzPAo6ED0SH-076rFtPfPAkb3jcyE8KHaJvVCUfz20iww8ey0tvUdjs73wvog5bVhTPdXtRzwy59e65ipRvdiJprwdioo7CY3APafbqL3frNq53uAPu4t8TT3hYZ25fXrHPPrziDy2tx27zHpxPQZVWTyB4-657aynPeKATLwDjGW5jumJPCeU8Lpm4v25TkgGPagpeD2MXR03y6LwvFtCHr43BeM5uFb7PNlxy7rLzwy6LkC2vMwC0rxY44057_XiO4gqkb1tgww5Q3GHvcu8F7wDIZ-4nlCePdjpLD2Z_HW4nZubvN5ubjwPvQi4cU88vX_VNrw0oL84WUbEvXULODy1zoa3RCV_Pb98Fz0Vcyg5izMWPjQO9T2uJYc2sOmcvHY2BD7X8123MiOXvTKqMb3916S3dlNqvVfPyb1cOmq40IAVPYBKtT2WNJC4yi_ovI8PhLwSpvQ3y-tSPHxi3b1M24o4CNLAPYuSmz3j8Xk4S5dZPS_mQry3lcC329VVPe9BiTm-Jh24jHEUvdt7Qr3F_Ge4oscZvRTIUT261Hw3BWnmPTPoXzw2Dy44bXIYPmGkF76n-N64nK5dPGk8bLwIwZA4PCn6u1UqbT3gMo24WGM_PDd2pLwxHAk2dxSEutq6Bb0FWlA4IAA4E0AJSG1QASpzEAAaYC_kACMZ9rLoUEjg-bvh6tLa68rWzxL_Gr__DPnW-eXhCs_0MQA8GSP-nwAAACDz7TTcAPV_ttQsJv42FquqBwbjVgDz6IpEM_zF2UUD_e0YHeUPNgDgBa73EryuHRf8FyAALRqUFTs4E0AJSG9QAiqvBhAMGqAGAADgwAAADMIAAPBBAAC4wQAAgEAAAMhBAACiQgAAmEEAAPDBAADgQAAANEIAADTCAAAowgAAyMEAAIhBAAAwwgAA4EEAAEjCAACEwgAAiEEAAJhBAABYwgAAoEEAAJhBAACAwAAAAAAAAMTCAAAwwgAAgL8AAMhBAACAQQAAcEIAAFTCAAAAwQAApMIAADDCAABYQgAAaEIAALhBAACAvwAAMMEAACxCAACgQQAA0EEAALjBAADmwgAAAAAAAOBBAACMQgAA-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-EEAAFDCAADgwQAAEEEAAABCAAAkwgAAUEIAAIBAAACIwQAAHMIAAHTCAACAQQAAYEIAADxCAAAAwgAAHEIAAJBBAABAQAAAOMIAAKDAAABAQAAAYMEAAEBBAACGwgAAHEIAAKjBAACAPwAAMMIgADgTQAlIdVABKo8CEAAagAIAADS-AADYvQAAZD4AACw-AABAPAAALL4AANq-AAC2vgAAmL0AAKg9AACSPgAADD4AAII-AAAUPgAAyL0AADA9AACSPgAAMD0AAMI-AAC2PgAAfz8AANi9AABcPgAAJD4AABy-AAAcvgAA4DwAAPi9AAAwPQAAVD4AAIA7AAB8PgAAQDwAAJI-AAAcPgAADD4AAIC7AADGvgAANL4AABA9AADovQAAVL4AAPi9AADgvAAA2L0AAKi9AAAwPQAArr4AAAy-AACCvgAAND4AACw-AAB8PgAAbD4AANi9AABwvQAACT8AANi9AACIPQAARD4AALi9AAAsvgAADL4AAI6-IAA4E0AJSHxQASqPAhABGoACAADYvQAAiD0AAKa-AAApvwAAoLwAAMi9AADgPAAABD4AADA9AAC4PQAATL4AAOi9AADavgAAmr4AAOA8AACIvQAApr4AABk_AABsvgAAdD4AAEA8AABMvgAAXL4AAFQ-AADgPAAAFD4AAGS-AABQPQAAuD0AAJi9AADYvQAA4DwAAIg9AADYPQAA6L0AABy-AABsPgAApr4AANi9AAAUPgAAiD0AAFC9AAAEvgAAcD0AAHC9AAA8vgAAf78AAIA7AABwvQAAFL4AAM6-AACYvQAAgLsAAIi9AAAwPQAAmD0AAFC9AABQPQAAoDwAABQ-AAC4vQAAMD0AAAS-AABwPSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=tMungR0KOHs","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["2260802763611808471"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"1767071970"},"7796738103586723454":{"videoId":"7796738103586723454","docid":"34-4-14-ZCE67EB779AB2230B","description":"Recent Gartner research pegged the failure rate of data and AI projects at 60-85%. There are many reasons why AI projects fail, but the question remains: What can leaders do to increase the...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2837283/ea5d062d84b94202b2a87d1a97fbadae/564x318_1"},"target":"_self","position":"7","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DHcs3OprnSLc","linkTemplate":"/video/preview/7796738103586723454?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Why ML Projects Fail and How to Ensure Their Success","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Hcs3OprnSLc\",\"src\":\"serp\",\"rvb\":\"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-CBCQBgAQrKosBEAEaeIEE_AcEA_0AA_kODwYL-QMN_voJ9v__APQMBAb8Av8A-QUIBPgBAAD3_wEO_QAAAO8Q9fz1AAEA-Q75-wQAAAAIBA8M_wAAABIGAQ3-AQAA-_gBCfkBAAAeB_j6_wAAAPkWCPz-_wAA_AT-9QEAAAAC_OoEAP8AACAALeXyyzs4E0AJSE5QAipzEAAaYO0YACIr_-21HDW9F_jc1RwTHezVtfn_B9L_3RDt-vjVy8MyEP4tAR_tpwAAAD_zKxcQANh9HtyTzhsNEq7M1whEfwIb7Nn8E-PL0_jALzENFK0ZWQD1H9MbBu8QRwAoIiAALSkoGjs4E0AJSG9QAiqvBhAMGqAGAAAAQAAAJMIAAChCAACwwQAAnEIAAFDBAAAcQgAAUEEAAK7CAADYwQAApEIAAFBCAACowgAAJMIAAJRCAAAAQAAAgEEAAAAAAADQwQAAkMIAADxCAADAwAAAOMIAAEBCAADAQQAAQMAAAMBAAABkwgAAaEIAAHxCAABsQgAAgEIAAILCAAAAQQAABMIAAIDAAAAAAAAAcEEAAOhBAAAAQQAA8MEAADhCAAAQQQAAAEAAAHRCAAAAwgAAZMIAAKDAAAAYQgAAYEEAAJjBAADAQQAAgEAAAFBBAACQQQAAEEEAAGjCAAAAQAAAKMIAAIBBAADgQQAAQEAAADjCAAAAwQAAuMEAAPjBAAA0QgAAwEAAACxCAAAQQQAAYMEAAHhCAACgwAAAmEIAAIbCAACAwQAAoEEAAABCAABAwQAAoMAAAAzCAADgwAAARMIAAMjBAACQwQAAyEIAAKDCAAA8QgAATEIAAEDBAABQwQAAyEEAAHBCAACAwAAAqMEAAJbCAACQwQAA4MAAAMBBAAC4wQAAEMIAALBCAAAcQgAATMIAAJzCAACAvwAAYMEAAIjBAAAgwQAAGEIAACjCAAAwwgAANMIAAJzCAAAMQgAATEIAAITCAAA0wgAAoEAAAAxCAABgwQAA4MEAAMDBAABAwQAAIEIAAJ5CAAAQQQAALEIAAJDBAACAQAAAgEEAALDBAABAwAAAaEIAAIhBAACoQQAAyMEAAARCAACAwQAAdMIAAFBBAAB8QgAAcEIAAKBAAADoQQAAuEEAAADCAACaQgAAoMEAAGBCAABwwQAAcEIAABRCAACYwgAAgL8AAFxCAAAkwgAASMIAAIDAAAAwQgAAUMEAAERCAABgwgAAWMIAAIDAAACAvwAAiEIAAABBAAD4QQAAUEEAAHDCAACAPwAAEEEAADDCAACgwQAA-MEAALhBAAAAwgAAUEEAAEhCAABAwAAAVMIAAEDAAADoQQAAMEEAADBBAADEwgAAKMIAAKhBAAAcwgAAiMIAAKBBAAAAwQAA8MEAAJBBAAAgQgAANMIAAADBAABswgAAIMEgADgTQAlIdVABKo8CEAAagAIAAHC9AAAsvgAA4LwAAHA9AAB0vgAAqD0AAFy-AAArvwAAfL4AAMi9AACKPgAAQLwAABC9AADmPgAAur4AAOg9AADqPgAA6L0AAKg9AAAJPwAAfz8AAPK-AACePgAADL4AAAS-AABUPgAAoLwAAJi9AADIvQAAdD4AAK4-AAA0PgAA-L0AAJI-AACaPgAAXD4AAPg9AACWvgAAzr4AAFA9AADqvgAAQLwAAHw-AABQvQAAML0AAGw-AACaPgAAjr4AAEw-AAB8vgAAML0AAHS-AABsPgAAuj4AAFC9AAAQvQAALT8AAFA9AADoPQAAtj4AAFS-AAD4vQAA-D0AAOA8IAA4E0AJSHxQASqPAhABGoACAACAOwAAor4AABC9AAARvwAA-D0AACQ-AABAvAAAFD4AADS-AACYPQAAHL4AAFC9AAAcPgAAkr4AADw-AABAPAAAmD0AAEc_AAAwPQAAvj4AAIg9AAAQvQAADD4AAHC9AAA0PgAAmD0AABA9AACYPQAATL4AAIA7AAAwPQAA4DwAADQ-AAD4PQAAkj4AACy-AAAMPgAAcD0AAJK-AAAcPgAApj4AAKi9AADYPQAAmL0AAPi9AAB0vgAAf78AAJi9AACWvgAAmL0AABS-AABwvQAA4LwAAIg9AABQPQAAiD0AAOC8AACoPQAAiL0AAPg9AADgPAAAmD0AADy-AABwPSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=Hcs3OprnSLc","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["7796738103586723454"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"3393303451987336955":{"videoId":"3393303451987336955","docid":"34-5-17-Z94DB7FF51FA95560","description":"Andy Feng, VP Architecture, Yahoo At Yahoo, our Hadoop clusters manage almost all data about our users and contents. From these data on HDFS or event pipelines, machine learning (ML) techniques...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1602396/542aa83f2dd820a8b6cc55807930cc3f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/UT3gRAEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"8","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D2daZ_-Bx3qU","linkTemplate":"/video/preview/3393303451987336955?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Scalable Machine Learning at Yahoo, Andy Feng 20150928","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=2daZ_-Bx3qU\",\"src\":\"serp\",\"rvb\":\"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_E9YkggQkAYAEKyqLARABGniB-_oBBP4CAO36B_sEAAAABAAAAvj__gDkBAP1_vwCAPYF__cBAAAA-gUKAwkAAAAA-_IM-f4AAAoFAAgEAAAA_hD1BvwAAAD5-vUN_wAAAAT9EQAD_wAADA0O9wAAAAD5BRIG_gAAAAUH_v4AAAAABgMBAAAAAAAgAC3CpNo7OBNACUhOUAIqhAIQABrwAX_i7ALf5vwACO8AANAhBwCLE_H_C_3tALzu_wCr7t__DC4DAfPjFwAmAyIAyA7y_xcH-f8nGCIB9uwDADEJ_gDpDgMBKe4PADH18AD_BO7_8uzw_wXyFAAA7fQALQXa_vz9DgDuFP4AAOLz_wbk9wEIAgYAH_HtBQfy5gIcCO4C-98CAOj6BwQC_vcC_gwXAhLx9P30I_8D5_b0_SID9f3y9AcAD_H9_BkY-v73A-v57_z5_BUfBPn5Dg4GCAsEAvYcA_j8__MD-Bz8BxYHDAQS_BgA_v0GAOYO8f4R_wwG6x0SAQIBCgEEDwcD7v7wAyAALSA0RTs4E0AJSGFQAipzEAAaYB75ABEKIvjm8hrq1f7nGuPx9Ocvxyz_29__AQXgCQTv05QuDv8C4v4ArQAAABbpDvhFAOJxNc7qBu3oGbGB-DXxcAwz4_v-Lvm8Dv_7D_3nFAwVNgAUF6QVQ-_oDz3w_SAALX7LKjs4E0AJSG9QAiqvBhAMGqAGAADoQQAA0MEAAEhCAAAwwQAAgD8AAPBBAAC4QQAAoEEAAMjCAACAwQAAgL8AAAhCAACEwgAAEMEAAPhBAAAwQQAAEEEAABjCAACgwQAAuMEAABzCAACIwQAAhMIAAOBCAACwQgAAoEEAAIBAAACQwgAANEIAAERCAABoQgAAYEIAAIDBAAAAQgAAhsIAAJBBAABgQQAApkIAAJBBAACYQQAAIMEAAABCAAAcwgAAoMAAADRCAAAQQQAAEEEAAFDBAACKQgAAwEEAAOBAAACowQAAYEEAAMDAAAAUwgAA0MEAAJbCAAD4QQAA0MEAAKBBAABAwAAA-EEAALzCAABAQAAA-EEAAEBCAABQQQAAsMEAAPDBAADAwAAAAEAAAFBBAAA4wgAA3EIAAIA_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-AADYvQAAiD0AAK4-AADGvgAAor4AAIA7AACgPAAAMD0AABA9AABkPgAAML0AAJg9AACqPgAAuL0AANo-AAArPwAAfz8AAAS-AACAOwAAgj4AAKg9AADGPgAARD4AAJi9AAAUPgAAwj4AABA9AAD4PQAABb8AAEw-AACqPgAAuD0AAKC8AACOvgAArr4AALK-AAC4PQAAyL0AACw-AADIPQAA4LwAAM4-AACCPgAA4LwAAMi9AABMvgAAZL4AABC9AAAcPgAAmL0AABS-AACoPQAAQz8AAKi9AAD4PQAAhj4AAHC9AACmPgAA2L0AAIg9IAA4E0AJSHxQASqPAhABGoACAAA8vgAAHL4AAHA9AABNvwAAbD4AAKg9AABAvAAA2L0AANK-AAAsPgAAED0AADS-AAAMvgAArr4AALi9AABAvAAAJD4AAFk_AACWPgAALD4AAOg9AACOPgAATD4AANg9AAAkvgAAyL0AAAS-AAAsPgAAlj4AAIC7AAAsPgAAyD0AAAy-AAAcvgAAgLsAAHC9AAC2PgAAuL0AAL6-AACgvAAAiD0AABA9AACKvgAAqD0AAIC7AADKPgAAf78AAAS-AABsPgAAij4AAAQ-AAA8vgAA4LwAACQ-AACoPQAAiD0AAIg9AAAMPgAAqD0AALi9AACYPQAA2D0AAOA8AAAcviAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=2daZ_-Bx3qU","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3393303451987336955"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"667103711"},"17212829431572683256":{"videoId":"17212829431572683256","docid":"34-10-12-Z57E124CA5081D061","description":"Data is often the hardest part of getting ML models to production. Data scientists lack the tooling required to build and deploy production-ready features. Instead, they rely on data engineering...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4549253/e6199c87c4b82302000645bf9522a66d/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/TpifEwIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"9","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DxNzRwqJPHtY","linkTemplate":"/video/preview/17212829431572683256?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"How Feature Stores Enable Operational ML","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=xNzRwqJPHtY\",\"src\":\"serp\",\"rvb\":\"EqsDChQxMjUyODU3ODU3Mzc5MDM4MzE5NAoUMTcwMDMyMjkwNDIwMjIyMDU5MjUKEzk1NTI5MTc1NzkxODUzMDAwNDAKEzk1MzMwNTQ1NzgwNTY0NzI1NzYKFDE1NjI1OTAzNTY0NzY2NDQyOTkxChMyMjYwODAyNzYzNjExODA4NDcxChM3Nzk2NzM4MTAzNTg2NzIzNDU0ChMzMzkzMzAzNDUxOTg3MzM2OTU1ChQxNzIxMjgyOTQzMTU3MjY4MzI1NgoTNTQ3MDUzODQwNjIxMjA4NTAzNQoUMTM4NzE5NDM0NzA0Mzc0ODAyNjgKEzQ4MTE3ODQ5MzM4MzYzNzExODgKFDE0MjM0MTY4NDgwMjUzNDE0NDAyChQxNDQwNDMyNjYyMTE2Njg5MjM5MAoSNTk3MTUyMzg3NzkzODg4OTAzChQxMDY2NDc5NDUxMTMyNzE1MjI1MAoTNDEzMjQxMTMwOTM5MTk4NDg4MAoTNDcxOTQ4Nzg2MzM3MDAyMzgwMgoTMTQ5MTYxNTE2MjU2NTcwNjU5MgoTOTc4MDUyNTIzNjkyNTg3MzEwORoWChQxNzIxMjgyOTQzMTU3MjY4MzI1NloUMTcyMTI4Mjk0MzE1NzI2ODMyNTZqhxcSATAYACJEGjAACiloaGZsb3V5dWRrd2RmdmloaFVDN2tqV0lLMUg4dGZtRmx6Wk8td0hNdxICABEqEMIPDxoPPxOCDoIEJAGABCsqiwEQARp4gQMAAAsD_QD79AgA-gX-Ai8G-wQfBAYA6gUS-gX_AQDyAAj8-wAAAPIHAgf2AAAA_QYB-vr-AAABAP4IBAAAAA78_Ab7AAAAExIGCv4BAAD7-AEJ-QEAABMIA_P_AAAA-wQE_QAAAAADBAv3AAAAAAr4-RIAAAAAIAAtZ_nNOzgTQAlITlACKoQCEAAa8AFx-v8Bv_oN_SXs7wD9IwEAgQUL_zUI6ADOBP0Avw7Y_-oeCv_u6AEA-wAP_93z9gD4Fgf_NgwNAPX8CgAj_AQAGQIBAEbvAAAg_e8BEwv_AO_6AQAG_y0AIO8UABkS-P4YChH_9PHg_-8JBQL38xgC_R4IAg4DBQXzGBP7Ahr_BOX6Cf8GBgwG8vnw_wwyBP_96-0B_Rvm_Pf58wEG__j9FQkABR8J_AIpGf0B9fb6-foGFvcgFQH8BAP1AQ__8f39_PP5Gfr6BeUYBf8fB_UG-vYY9u3nDv8DCvYC9_f8_uzrEfbiD_78Dw4CCwD59v4gAC1uJ0g7OBNACUhhUAIqzwcQABrAB5Lo7b6UZ0G5zUlevR3iRDxCISI9J8CwPPiDRr1WwYO87cT6u1G7rz2ezjq8CKI4vHR8xL4chO88mdotvVG_iz4dbBY9m-hzPdZx_L3b0N68pR4YPeC7bb5eipY9FrlMvDkqJz5gsHo7OeoPPN7LLT6wUgW82OTfOyIUwDzWzPW8hSqQvFsLbj2EDe-99zjqOQXD-T0xi1q9C4gfPSAHuj2CkTe9iLKcvCtXjr0xcya8gHwuvNlkiL0eFxU9TfbPPOqv9z0xslE6yE0DPcR5OLyyTL-7g_jhO5KRiD1p_MK8a9jKvH4uJL1KUfg83nGvPHNSszyuUjA8FsecPC96Pb0JSvY8h78HvLZBlz3KFom8jgHZPPzrrrvuHmU9iAOyPEn3nr1Th6q6AvjhO69nfj3BQhw8QnkdPOXyuj3D3bS8BLojvEb1jD1x_3G9OAauvDgOobxhLcg8-a2MOrnyI7yieeU8GqlSvCjV3r1oCvi87QO5u9gocD3F7qG9Ncn2Oz0UYD1rlvC85808PJ9lDD2C5QY8YgHcuUUZ4LwmBOU7Q5OfvNCg_DxQidA8inEAvJmolLzH81k9t447O6qlj71geWu8s-xJvJDl1TuFGUe76rPBO-RcdD2zkdA8jCizOxc8dj2DJQg9t9CVu-BN170-KwS97TXzOuoDCb07DsO5dR7XO0fXOzwr4Lm8iXQFPEmKA71OLTY85lE3O_NZ3j1u9uw8-oGcuF-5GT3KwGa9UAqIO6g2uLyQe7Q9HNL-uHvnhjxCi7Y6mK6kOYJHZbyh2ys9csMjOdyPaj1kaYG9ne9EuP6OMr1MURG8MUFBOSOuELzzXPg7CGUyOHwZ-7wYCW09GVmNNynM-7xK3zW8hWDROTmgIL3ETTo7NKSUucYl_bz3fKi8b6eduJKeGD363Qo9ZHgAOJ9O4DtG9bG8FKcstxfBmryuDE88LZNhOe8YwzzkBi47a73EOMfTN70bArG97MJzOZeKcr27ZWI8E6-Ut7nQqrtcjSy9JKV9uD_Ko7yd-IW8yG6QuK_YGTzz2pa9SVoft8_g3Tn6umc9CgWHuG3F_r2i1D69Gi_0uATuL7zLvAW-OXnCuOoPg727TW484dOguGpoA716fVe9GpX_N6W3ZDzjEWa95DWiOFZVnrzE3Wo89N9Ot7IEAz2NlHO7o5Frt0tKED3pMPo8LHrFNT1zkD3Ir2S9JLIEN1UYpj1tC8U9g8fnOInwz72TUbU97XjxuE4SBTunXIE90QiGuOP5MbyeBDu9VkyHNSAAOBNACUhtUAEqcxAAGmAJBgAE9goMxwhY4NkJ2hYcJRQLG9UL_wi5__hB5S8d_d6eBQH_L__54KQAAAAbzw9H8wD6fvnY1_DpC-u9oesgFH_iOBqd_Cf0_7AU79rwBwEEF0oA8gC4F2Xa5jE__hwgAC1mZRs7OBNACUhvUAIqrwYQDBqgBgAA2MEAAIDBAAAgQQAAwMEAADBCAAAAwAAAVEIAAJjBAAB0wgAAIEEAAIBCAACAwAAAgsIAAHzCAABMQgAAoEEAAFDCAABgQQAAtsIAAITCAAA4QgAAAMIAAIjBAAAQQgAAGEIAALjBAACQwgAApsIAAK5CAACoQgAAkMEAADBBAAAcwgAA8EEAAKLCAAAwQQAAQMEAAERCAAAAwAAAqMEAAAhCAAA4QgAAoMAAAMBBAAAQQgAAAAAAAATCAACQwQAAvkIAAHDBAAB8wgAAZEIAAOjBAACQQQAAAEIAANDBAADcwgAAOEIAAAjCAAA0QgAAOEIAAKjBAABgwQAAgMIAAKBAAAAowgAAFEIAAMjBAACAQQAACEIAAFBCAAAUQgAABMIAAHxCAAAkwgAAOMIAADDBAAAwwQAAgMEAAIA_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-AADgPAAAND4AAFA9AAAkPgAAHD4AANi9AABAvAAAXD4AADQ-AACovQAABz8AAH8_AADIvQAAMD0AAOi9AAAEvgAATD4AACQ-AAAsPgAAEb8AAFC9AACmPgAAgLsAACS-AAAMPgAAHD4AADA9AABAPAAA2r4AAIa-AAD4vQAAJL4AAGS-AABsPgAALL4AAKC8AAAEPgAA6D0AAKC8AAAcvgAAxr4AAKg9AABUPgAAEL0AAEw-AAC4PQAA2L0AAHM_AACOPgAAAT8AAKI-AACSPgAAXL4AAIi9AAD4PSAAOBNACUh8UAEqjwIQARqAAgAAor4AAEC8AABMvgAAH78AAKA8AABwPQAAlj4AAJi9AADYvQAARD4AAIC7AACgvAAA4LwAAAS-AAC4PQAAQLwAAIg9AAAFPwAAyD0AAMY-AACgPAAABD4AAKg9AACovQAAUL0AALg9AADgvAAAoLwAAAS-AAC4PQAA2D0AAKg9AABEvgAAML0AAJg9AADIvQAAij4AANg9AACivgAAqD0AAAQ-AABQPQAAyD0AAFw-AADYPQAA6D0AAH-_AAAEvgAAcL0AAMg9AAB0PgAABL4AABw-AAC4PQAAHD4AALg9AABAPAAAZL4AAKC8AAAwvQAA2D0AAAQ-AAAMvgAAmL0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=xNzRwqJPHtY","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["17212829431572683256"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"2714992816"},"5470538406212085035":{"videoId":"5470538406212085035","docid":"34-7-5-Z862F967A4999309A","description":"Unlock the potential of Machine Learning with this comprehensive introduction to its two major tools: MLFlow and Airflow. Whether you're new to ML or looking to enhance your skills, this video...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2109519/ba73618960163857e25000e694c5e3fb/564x318_1"},"target":"_self","position":"10","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DDgyokxdqEYc","linkTemplate":"/video/preview/5470538406212085035?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction to Machine Learning with MLFlow and Airflow!","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=DgyokxdqEYc\",\"src\":\"serp\",\"rvb\":\"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_E8oHggQkAYAEKyqLARABGniBAwLzA_0DAPz5BgcCB_wCCwoHAPcBAQD8AfsF_QX-AAEF-f3_AQAAAPsBDQUAAADzA_4B-gAAABUP9gcDAAAABgYB__4AAAAJD_sO_gAAAPf6BQ4E_wAADA0O9wAAAADwCAIG_gAAAAUH_v4AAAAABwLyDQAAAAAgAC11S947OBNACUhOUAIqcxAAGmDeCAAiI__D3f0K9xT93Q_m9ii_BtMu__D5APYW7PP2D93AF_3_F_IT_LgAAAAaB-P-_wD7VwfE4fIHAfK-xvsK-X8NEdgMGfcRyw0Gxz78DCLfN1UA-wEGIDri-wQlJiEgAC2l0EQ7OBNACUhvUAIqrwYQDBqgBgAAiMEAACDCAACwQQAAQEEAABTCAACowQAAnkIAAMhBAAAcwgAAgEEAAGhCAACgQQAAXMIAAIjBAABkQgAAYMEAAIBAAACawgAANMIAABDBAAAAwAAABMIAAABAAACwQQAAqEEAAGDBAAAAQAAAIMEAAKhCAAA4QgAAmEEAAAxCAACAwgAAgL8AAMDAAAAAwAAAAAAAAMRCAAAAAAAA6MEAAODAAABsQgAAmEEAAKBBAADQQQAAEEIAAMjBAACMwgAAwEEAAIjBAACCwgAAAMAAAEBAAADgQAAAAEEAAKbCAAAUwgAA4MAAAATCAACQQQAAsEEAAODBAABgwgAAYMEAAEzCAAAYQgAA6MEAAMDAAAC4wQAAuEEAABBCAABoQgAAmsIAAORCAABcwgAAbMIAAPjBAABwwQAAwMAAAIDCAABAwQAAEMEAAIC_AAAEQgAAMMEAADhCAABAwAAA0EEAAHBBAAAMQgAAwMEAABRCAACAwAAALMIAANDBAABMwgAAQEAAADBCAABEQgAA0MEAAODBAABYQgAAcEEAAGDCAADMwgAA0EEAADDCAACAQgAAgL8AAIA_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-AABMPgAAED0AACw-AADIPQAATb8AAN6-AAA0PgAAuD0AAKg9AACivgAAtj4AAJa-AADYPQAAuj4AABS-AAAcPgAAGz8AAH8_AAAcvgAAUL0AAFC9AAAUvgAAQDwAADQ-AABQvQAAqL0AACQ-AADoPQAA4DwAAI6-AAAcPgAAiD0AAMK-AABMPgAAEb8AAPi9AAAQPQAAcL0AAFA9AACIvQAAoLwAADQ-AAAkPgAAoj4AADy-AABQPQAAxr4AABw-AAB0vgAAmL0AAOg9AACIvQAAoDwAAFM_AAB8vgAAcL0AAOg9AABkvgAAtj4AAFA9AACYvSAAOBNACUh8UAEqjwIQARqAAgAA-L0AAFC9AACIvQAAF78AAOg9AACoPQAAQLwAAOi9AAAsvgAA2D0AACS-AAAkvgAAiL0AAGy-AAC4PQAAqL0AAIC7AAAjPwAAQLwAAL4-AACIvQAA4DwAAIA7AABAPAAAcD0AADy-AAC4vQAAgLsAAAw-AABwvQAAiD0AAOg9AAAwvQAAmD0AAEw-AAA0vgAAnj4AAPg9AACmvgAAgDsAABA9AAAUPgAA-L0AAFC9AAAcvgAA4LwAAH-_AAC4PQAAmD0AAKA8AAAQPQAAhr4AAKi9AABEPgAA2D0AAIg9AABQPQAAgLsAAAy-AABUPgAAML0AAHA9AAD4PQAA4LwgADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=DgyokxdqEYc","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["5470538406212085035"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"13871943470437480268":{"videoId":"13871943470437480268","docid":"34-10-8-Z7B8B78FDBB47835E","description":"This talk introduces the field of Explainable AI, outlines a taxonomy of ML interpretability methods, walks through an implementation deepdive of Integrated Gradients, and concludes with...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4077965/2d21f721e56ba0be923fd3b39b3bc51c/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/EiPUsQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"12","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D6xePkn3-LME","linkTemplate":"/video/preview/13871943470437480268?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction to Explainable AI (ML Tech Talks)","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=6xePkn3-LME\",\"src\":\"serp\",\"rvb\":\"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-wYJ9wn8AiX49gYhAAEA4gQD9f77AgDu-wDz-AAAAP309QoHAAAAAQgC_vH-AQANBvQDBAAAAAP-9_j2AAAAExIGCv4BAAD08f8BA_8AABQEAf3_AAAA9vcN8gAAAAAEAQP8AAAAAAL69gYAAAAAIAAtdlDOOzgTQAlITlACKoQCEAAa8AF_6e4Cuggh_QDb-wAQHNQCiwAB_wsHyP_UCuwAxPjQAAQfCADVDPgAKgMm_-YL_v_EAvMAPQwlAPXqAwAn_AUACA34AD3k8gERCAwACgn0_9gnAv8EFP0A_OUaABol6P8t2QUA-gHR_wAF5QP_BCUACBb6_gsDEgECHPgD5RsAAugN9gQMBAQA5QgC__wC_gcU8PP9IBT7-A7w-AAP6xAC-xbv_Q_h9wIk_fUG3hMDA_UL_vj_-vsAFNMFCQMJDfn19__2AOcKBw0R9fcrJQcGFPwbAALxB_wD-P4C5uII-Not9gPkAgsCEyAA_g3g7vwgAC3WqjE7OBNACUhhUAIqzwcQABrAB3XLAr-EVSs9mEEGvfK0nD2baGE9ZP64u-bEortOE5G8ObStvJu3YD3A-rk9t-C7vPyMu75aUw-8xurFu_7Viz4gxJ88hqkxO9-HM75BgkI9ttwUPfWhg748d_E7LsWXO6xXAT5hJZU8pPHVPDzprj3o1Lq7E2BmOlYQsz0H6hQ7s7xBvZfUnjusW5i9odCXvGXkHD6GYrG9wlTQuoYecT1Pmye91YItvZawpr1gWZk9ZX7kPOT39rxjFec7S2ryPPc_ED4XoG28n0nyO-WDeT3_gD084DBRvOyE2buSNGm9XcDLvBUWwTz2_Bu7GEq7O11OLj0xA_q8rXesO7rzST3atVM9nUekOy03wj25RlU9-K6cPNlCkL02vbo8SOxqO2XJF73OOM08baAMvF6WID0q9wy97xlLu-l2AD0wYgQ9GwfFO3Zh9Txl2468WT-quwH9Ob3zI5k9ZVmLvCFtKL0WyRI9EHkEuVYf2bzKA2y7ZNrIvCJlpT0xNj69aOc0POk2lzzjmze8S6DzOoweTj2z1nq4VgiQPL4wmTzHF8Q6lNaEvAsSdj3doXY7W4ltu1NTXD3boQY9-pUQvH3oQr3wOxy9_Y33OWwmXz3r4MU8MdoPOvLvEjxqNcE7GVDzO5hebD2lSco7dGowOn8OGL2gZ5g8pqxPO_LkH724Nre7Uchnuz0yMTtJWyY9k5PDO7PmbLxSgdM81cSKu3u5tDzV31w8jaJ_u7xiYT2k96K94zkZPH_wuz3LzFY9tDQZOixN57pY-Qq9oUNjOqjDSj1mZ9G8BLf1uCZeVDz2YT283vELOqzxiLycd6K9boVROQqus72noTy9JRh3urGWcbx-c1q89_8zO_dMgDyiblG973JwuOf-qrwfyoa89HSAOTGDDL2XhgY9gpi-usup0zxQaB88bomiuJq2nz0ER7i8zRsHOPZCIT1qjVw9h_YnuSXXA70EtLg9qiequBdWAL2_hhu9goIfuJJa6DyL8as9uhvWN1rG_LypUFg9KtoEtSolGr1INZy9ZcC4OAyxujxRY6e88DenNlafhjz0QBy8IrgtOHOj47yCdgK9dbE-N_XabLw6Weq9YPq4Nw8Vvj0tfxk9f9KauEAJnrsu4tu9xdfaNwdqZzwBvgC9MmNjOHCnPrwn0229dEFfuFo5yj0mHos9cPuTuOYwKTw3cAe9rmMlOGmArD3x9Eq9cOtLtWGsyjx40509kwuFOOtc7LyqpKQ9AYvEuIO-2bzJjUc9vDqcNXZ6FDxvJxa90XvNtiAAOBNACUhtUAEqcxAAGmAgCwAK_f757RU19QTb7gfU-ur45ckXAP_-ABUJ3vkEA_bS-PgAC_cMGs0AAAD1Cg0q-AD4PRfa-QrbAADpu_4eB38UJAfbGQf-2-8EAe_0-x3mBw0AFvno_zv18gEe6QAgAC3-0Xo7OBNACUhvUAIqrwYQDBqgBgAA8EEAADDBAAAMQgAAQEEAAOBAAADAwAAAVEIAAJTCAACuwgAADEIAACBCAACoQQAAEMIAAPjBAACAQQAAwEEAAADBAACAQAAA8MEAAHjCAABAQQAA4MEAAChCAADgQAAAbEIAAGDBAACCwgAAisIAAP5CAACAQgAAgMAAAIA_AADAwAAAIEEAAFTCAABgQQAA8MEAAPhBAAAMQgAAWMIAALBBAAAwQQAAMEEAAERCAAAgwQAACEIAAMjBAACgwAAAXEIAAEBBAABUwgAAAMEAAODAAACAPwAADMIAAOjCAABwwQAAAMEAAADCAAAoQgAAgMAAAABBAACgQAAAAMIAAIC_AAAgQQAAMEEAALDBAAAcwgAA4EAAABRCAACAPwAA-MEAACRCAAAIQgAAKMIAADzCAAAAQgAAUMEAAFDCAADCwgAAgEIAAEBAAACCQgAAuEEAAJBBAAAAQAAAFEIAADRCAADAQAAA6EEAAJBBAADYwQAAYEEAAIjBAABwwQAAbEIAAGhCAABgwQAAAMEAAIhBAAAkQgAAkkIAACzCAABQwgAADEIAAMhBAAA8QgAAPMIAAERCAAAkQgAAcEIAADDBAAB4wgAATEIAAK5CAABEQgAAAMIAAETCAACkwgAABMIAABjCAAD4wQAAQMIAAIDBAACOQgAAwMEAACDBAAAgwQAAmsIAAATCAAAwwgAAmMEAAFRCAADwQQAADMIAAARCAACAwQAA-MEAAJbCAACoQQAAREIAALhBAADwQQAAEEIAAMDBAADwQQAABEIAAABBAAAAQQAACEIAAIDBAADgwAAA-EEAAKDAAAC4wQAAuEEAACDCAACAvwAAiEEAAGzCAACIwQAA2MEAACDBAAAAAAAAssIAAEhCAACIwQAAPEIAANDBAAAQwgAAgEAAAHBBAACAPwAAAMEAAJpCAACAQAAAIMIAABRCAACmQgAAGMIAADjCAADQwQAAuMEAAMhBAAAUQgAAiMEAAMpCAABAQQAAIMIAACjCAACQQQAAAMAAAOhBAACowQAARMIAAITCAAAQwQAAssIAAETCIAA4E0AJSHVQASqPAhAAGoACAACSvgAARL4AAKA8AAA8PgAAVL4AAOC8AACIPQAAAb8AAL6-AABAvAAAcD0AADC9AABQvQAA9j4AACS-AAAUvgAAhj4AAIA7AACWPgAA-j4AAH8_AADGvgAAFL4AAKi9AACavgAAuD0AADA9AABMPgAA6L0AABA9AAAkPgAAiD0AACS-AACIvQAABD4AAJg9AAAMPgAAur4AAI6-AABcPgAATL4AAFA9AADoPQAAEL0AAIY-AADoPQAAkj4AAIC7AABwPQAArr4AAFA9AAAcvgAArj4AAFw-AACIvQAA2D0AADk_AABMPgAAPD4AABA9AABAPAAAyL0AAOC8AADYvSAAOBNACUh8UAEqjwIQARqAAgAAqD0AAHA9AAAQvQAAOb8AAIg9AAA0PgAAiL0AAKC8AADgvAAAhj4AADA9AACIvQAAjj4AAKK-AABUPgAAqL0AAIK-AABHPwAAMD0AAJI-AAA0vgAAJL4AAKo-AACAOwAAgDsAACS-AAAMvgAAPD4AAOi9AACKvgAAqD0AADA9AABwvQAAmj4AAI4-AADOvgAA5j4AAEw-AADWvgAAgDsAAFC9AADYPQAAlr4AAIA7AABAPAAAJL4AAH-_AAAMPgAA-D0AADA9AADovQAATL4AAEA8AACKPgAAgDsAAOg9AABAvAAA-L0AAFA9AACgPAAA2D0AAJY-AACgPAAADL4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=6xePkn3-LME","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["13871943470437480268"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"4273277651"},"4811784933836371188":{"videoId":"4811784933836371188","docid":"34-0-12-Z4850AD78E4332992","description":"An overview of Deep Learning, including representation learning, families of neural networks and their applications, a first look inside a deep neural network, and many code examples and concepts...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3452693/2840e1857502fa32a6727100bc97880e/564x318_1"},"target":"_self","position":"13","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DAhE8RhPGH1A","linkTemplate":"/video/preview/4811784933836371188?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Intro to Deep Learning (ML Tech Talks)","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=AhE8RhPGH1A\",\"src\":\"serp\",\"rvb\":\"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_4N_gIA9AkOCQUF_QEPA_gBHvz9_-QB9_8J_AIA8wAI_PsAAAD3-_0C_gAAAPUBA_z0_wEAFQn9_wQAAAAI__75_gAAAP0QAQ_-AQAA_O_9DgT_AAAY_AL1_wAAAPL_CAX7_wAAEgD-_AEAAAAABPUEAAAAACAALY2P2js4E0AJSE5QAiqEAhAAGvABfyPlAJrmGvv6CvAA6QwHAY4JKP946PD_zAEOANzyxgHvNgb_7AAfAAQEBgC9BwH_yNju_w4wFAAW8vv_LRL7ARcdEgBPzfYBM_AIAO3_Bf_gIhH_Ahcq__TvEAAnCwD9JRkJ_Q0Q-P4B-fb_FgMcAO4bEAMY6Qb_-BcdBQ8YHPj3--AAC_gGA9H-GP_0EA796fDp_Bj74P_q4Q0CHfDY_wHxDQImAucCNSD8Auf8_An7_Pr21Pb-BeX58wkLHQj76Bcg_uvpDQsjF_70FQLlBQ0PEQgLDPsF4AoQ-e0P-P3lDRH46QIBCAATChXM-e8CIAAtVOwdOzgTQAlIYVACKnMQABpgQvkAMOryzP0vN9UMweka3PMD4-_MG_8O_gADFdQV-fb1ohv5_wgKDhKwAAAAGg7dDBcAB2cUwOck1PDwup3o-xF_DxUI0igr_q3g-B_j6Pk48x4fAATwyC0g0v7VTPwPIAAtq5wsOzgTQAlIb1ACKq8GEAwaoAYAAKBBAACgwQAAYEIAABBBAAAQQgAAyMEAAOBBAAAQwgAAjMIAAKDAAABMQgAAwEEAADjCAAAEwgAAsEEAAOjBAADgwAAAAMEAAJjBAABowgAAMMEAAGDBAADgwAAAIEIAADRCAABEQgAAoMIAANTCAADwQgAArEIAAAxCAACgQAAAEMIAANBBAABwwgAAqMEAACBCAACQQgAAHMIAAADBAAC4wQAAQMEAAPhBAAAsQgAAKEIAAEBBAABkwgAAoEAAANhCAACgQAAAmMEAAABAAADgQQAAmEEAAGDBAADowQAAGMIAAIC_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-AABwPQAABT8AAPi9AACoPQAAuL0AAA2_AADuvgAAbL4AAFC9AADYvQAARL4AAI4-AABcvgAARL4AAHw-AACAuwAAsj4AADM_AABvPwAARL4AANi9AAAsvgAA_r4AAKK-AABMPgAAgr4AAMi9AACiPgAApj4AAGQ-AAAkvgAAMD0AAHA9AAAUPgAAQLwAAIa-AACmvgAAPD4AAI6-AACmvgAAgj4AAIC7AADYPQAAET8AABk_AAAEvgAAgDsAAN6-AAAQPQAAjr4AADC9AABwPQAARL4AAEC8AAB_PwAAZD4AAIC7AABwvQAA2L0AAEC8AAAEvgAAZL4gADgTQAlIfFABKo8CEAEagAIAAFA9AABQvQAANL4AACW_AAAUvgAA4LwAADS-AABwPQAADD4AAPg9AABcvgAA6L0AAAw-AACqvgAAUD0AAPi9AACSvgAATz8AABC9AADCPgAAUL0AAL6-AACCPgAADD4AAEC8AADYvQAA4LwAAFQ-AABEPgAARL4AAFA9AADgPAAA4LwAAFw-AABEPgAALL4AAAU_AABAPAAAlr4AALY-AADoPQAA4LwAAJa-AAAQPQAAgLsAAES-AAB_vwAAqD0AAFy-AABwPQAAtr4AAIK-AAAEvgAAhj4AAPg9AAAcPgAAcL0AADQ-AAA8vgAADD4AAIg9AAB0PgAAUD0AAPi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=AhE8RhPGH1A","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["4811784933836371188"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"3031065690"},"14234168480253414402":{"videoId":"14234168480253414402","docid":"34-11-12-Z190B6D955582A81B","description":"Google Cloud Developer Advocate Nikita Namjoshi introduces how distributed training models can dramatically reduce machine learning training times, explains how to make use of multiple GPUs with...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3591199/20e57a74e80c64547dc0d270a4769648/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/ugwF5wEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"14","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DS1tN9a4Proc","linkTemplate":"/video/preview/14234168480253414402?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"A friendly introduction to distributed training (ML Tech Talks)","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=S1tN9a4Proc\",\"src\":\"serp\",\"rvb\":\"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__4H-AD8AA0Q9wr7AiAC-v4DAgMA1_P29Qf5AwDqBAnwAAAAAPUF9wL3AAAA6wcEBu8BAQAXA_oHBAAAAAoI_vX2AAAAEAT3_v4BAADy5QQKBP8A_xv7A_P_AAAA7vsK-_7_AAAVAP77AQAAABT-7AMBAAAAIAAt_wC_OzgTQAlITlACKoQCEAAa8AFk_PYB--4IAvIF4QDHEe8AgQUL_x4Q6wC98ycBvw7Y_-AVBADi3w4ABRId_8wTBgAb8eL_HhQDABgB-v8kD_wBARQOARPv-AEbCgkA1g3o__sPBf8l-R4BDe_9ABkS-P4X9A794evaAAjwywcL_y4BDRYTACH9GwD8BRIE5RcQAPMX8P4V_QgH9gMM_uIUGAH3AfT97RbfAt8E7AIGCPv_6vMRAAUC6Psm--oC9fb6-fMBBgD5JO396_oXAQEfCPf8-AwBDv8AAPoPCQAs5AD6EfgLAwf3AgQE-vP9D-4H--7yCADsIfj__hQF_RD2_wQgAC1uJ0g7OBNACUhhUAIqzwcQABrAByuE7b43C8U7s2y5u9K6p724QCI9VWWEvPiBtbwDq888aRT3vCurhD1piG89Dwlfu5xNl77qPVy5ZI8WvGdimj5OOpu8Gu9YPHE9Wr7nFr89hUyovBUcTr6sTcg8NZcfO6xXAT5hJZU8pPHVPNEfKj7qsCK9UMLMvLOudr3rPfC8IIAvvVqlD71qgDe9vpuTPNfqwT038JS9CekfPGxIVz2x7Pi8VIaWvJjtkrvYiDu88HZzvNLOj73nKaG8EN_wu_c_ED4XoG28n0nyO1BiJTvH3zE9clomvA9CxLpqfuM6XIpQvJ2ifjyXQXk66aduvBq1nD0x8Le8MOEnO1R8Mr3QQ-08woyEPN1gOD4pplw94xs-OhSbCr1dNU89-CVRPDksaLzUTw49gFEbvODeMD3f8Mw8EFg9Omtzrbtc4zg9A50kvLfuSjoC8R08tL8avLpjFj3k9ss8ptWMu5ZZqTyiAYY8wD2yO1XJhr0CicG8vEYmvHyTqz1GCI-9i9vsOuXuEz4Xxzc8wopwu4SenT1D8oS9mbdqPMQFQL1uo8G85L-8u6HGgz1chsm8x9slvFCPzT2ZULc8k63LuoUedr3Qsxm9yGk-vPT-3z28oiW9lC2Wu84rCL2gBoQ71EKsO2jI3TwMNrs7QckuvMSSdjvfb6Q9XEDDOnD1l70QTaq8nOP1u7RgWD3P-ek8xC-rOoCsUT2LVgm9-mb2unrkqj0jX668b0iCucVAsjwPm8i8slaHuWYVtjxeb3E9PpKzOdgu7Tzn6j29U3UmubRYK7tZYBk9zXlQOQlxIL1fVxg9B-w2ORr4VbsuvFy97z65OJLzVL0nNoq9n6oJucrmIrq3lO65o7NWOp37xjx14Q08ZBKYudNS1Lx6Qbq8J34UuqpO4rwTimM984WvOMjegTxADUk9qOZROODYcz3vgnK9fdkkOIWxibuS-vw7OoxCuEQOG7wMm9y8ZWCYN1GUFT2Ue2u94rh7OZ_xcTul2AE-qK4xuYzQmTzSa9g8TUrttzKZZT3g2km9k-dpN689mLwX9B6-_YqquKUl4DxBsfo8QDvTuN9so738LQm8zX2qto6ItTrZynC9_wlnN-IcmjwFIrq8bjuEt62asbuismG93Qi0N7EVBD7G__g7MtlTuCnWXzwVJPC6-yIouNW5fTyMEx-9cXMwtSL8i7yIH9K81G1IuCbckLwWMDG-QaBaucr0cD0i4Ss-8cuKOLoTrLxy3Lk9dDAYuRiomLvT1i09o0xOuCg1qrwz3CC9FZJMNiAAOBNACUhtUAEqcxAAGmAh_AApDAWq8To47fXnwA7uBhHkKsAb_wba_zMWngbrFtewHOz_FOkZDqcAAAAaDPoSCwAJeAbh3D3PMgfIm_oSKH89NyfF8vj5ttU_G-TtGCL1NSYADAWbCEXa0BsNI_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-AACIPQAAHL4AABC9AADoPQAA5r4AANa-AAD4vQAAgLsAAOA8AACIPQAAZD4AAOi9AAB8vgAAhj4AAKA8AABMPgAA9j4AAH8_AABQvQAARD4AAOC8AAAcvgAAED0AABQ-AABAPAAAEL0AADA9AAAUPgAAjj4AABC9AADYvQAATD4AAEA8AACIPQAAfL4AAGS-AADgPAAARL4AAIq-AABwvQAAcL0AAKA8AABUPgAAhj4AADC9AAD4vQAAFL4AAKg9AACIvQAA4DwAAIY-AAAUvgAAMD0AAB0_AAAQPQAAmD0AAKC8AAD4vQAAyL0AAIg9AAAsviAAOBNACUh8UAEqjwIQARqAAgAAgr4AADC9AABAvAAAI78AAEQ-AABEPgAAQLwAAEC8AAAMvgAAND4AABy-AADIvQAAqL0AAIa-AAAcPgAAQLwAAFA9AABHPwAAoDwAAMo-AAAMvgAAED0AAMg9AACAuwAAQDwAACS-AABAvAAAoDwAALi9AACovQAAiD0AAMg9AADYPQAAMD0AAIo-AAA8vgAAPD4AABQ-AACmvgAAJD4AAEC8AABwvQAAcL0AAPi9AACovQAAiL0AAH-_AACYvQAAmL0AAOA8AACoPQAAPL4AAPg9AACIPQAA-D0AAEA8AACIPQAAUD0AAEA8AAAUPgAAUD0AAMg9AABAPAAA2D0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=S1tN9a4Proc","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["14234168480253414402"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false,"videoContentId":"3854233859"},"14404326621166892390":{"videoId":"14404326621166892390","docid":"34-4-14-Z70386728EE835C0A","description":"Building AI applications comes with significant business risks, e.g. nearly half of companies complain about lack of trust in AI. There have been several instances of companies deploying AI at...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2751902/a4bf07bcf3f2400fb4becafffeeccf14/564x318_1"},"target":"_self","position":"15","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DkX3QT1jCLk0","linkTemplate":"/video/preview/14404326621166892390?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Why and How to Build Explainability into your ML Workflow","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=kX3QT1jCLk0\",\"src\":\"serp\",\"rvb\":\"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_AUI-Aj9AhwC-_8DAgMA9vr7_f4C_wAECQUA-AEAAPny_wj8AAAA7v4FAvkBAAALDPsBBQAAAAn3AAbzAQAAEhAGCf4BAAD59vUIA_8AAAUMCQAAAAAA9wIG9v__AAD9DAD6AAAAAAcC8g0AAAAAIAAtdUveOzgTQAlITlACKnMQABpg7wkAHRzy5Nv6M-sSAOgaEgsT9P_XHQAACAD6IwEBBwLc0CwO_yDjCO3FAAAACgQSHwIA8VAUzdHlGuzq38TYEQV_CyHs9wsDA9Xj_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_AADOwgAA2MEAAKBAAACgQAAAYEEAAFzCAAAIQgAAMEIAABxCAACAQQAAMEEAAKBCAABoQgAAAMEAAMBBAAAMwgAAtMIAAIjBAACAPwAAgMAAABTCAAAgQgAASEIAAIA_AABwwQAA8MEAAGTCAABAwgAAAMAAAKhBAACAQgAAPMIAAAjCAAAwQQAAmEEAAODBAAAwwgAA4EEAALhBAABUQgAAkEEAAOhBAADwQQAAQMAAAMhBAACYQQAA0EEAAGxCAADAQAAAcMEAAADAAADwQQAA-MEAAEhCAABQwgAAIMEAAP5CAACgwQAA-EEAAIC_AACoQQAAJMIAAKDBAACAvwAAAEEAAGRCAABgQQAACMIAAGBCAAAwQQAAQMEAAJJCAAA8QgAAOEIAADDCAADwQQAAiEEAAMjBAADwwQAAAMEAALBBAADgQQAA-MEAAEjCAABAQgAAIMEAAPBBAAAcwgAAoMEAAAAAAACAwAAAcMEAAIC_AACgwAAAYEIAAHzCAABIwiAAOBNACUh1UAEqjwIQABqAAgAABL4AAHA9AABcvgAAED0AADy-AAAEPgAAoLwAAB2_AACivgAAHD4AAGQ-AADoPQAAUL0AAEw-AADevgAAPD4AABw-AACIvQAAHD4AAKI-AAB_PwAAsr4AAFA9AABAPAAAtr4AAJg9AAAMvgAA-L0AAN6-AADgPAAAdD4AAEA8AABMvgAAcD0AAHQ-AAAQvQAARD4AACG_AADCvgAA-D0AAKa-AAAQPQAAVD4AALg9AABwPQAAkj4AAHw-AAC4vQAAiD0AAAe_AAAUPgAAvr4AAKI-AACePgAA6L0AAEC8AAAhPwAAgLsAAMg9AABQPQAAMD0AAIC7AACYvQAALL4gADgTQAlIfFABKo8CEAEagAIAABA9AACAOwAAZL4AABe_AADIvQAA4DwAABy-AACIPQAA2L0AAJ4-AAA0vgAABL4AAAw-AADCvgAAyD0AAJi9AAD4vQAAEz8AAHA9AACWPgAAgDsAALg9AAAMPgAA4DwAAKg9AAC4PQAABL4AANg9AAAcvgAAXL4AAKA8AABAvAAAdD4AAKg9AACIPQAAfL4AAPI-AABEPgAAkr4AAJg9AACoPQAA-D0AAAy-AABQvQAAiD0AAGy-AAB_vwAABD4AABy-AACYPQAAcL0AAJq-AABQPQAATD4AADA9AACIPQAAUL0AANi9AABcvgAAqD0AAIC7AACKPgAA4LwAAIA7IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=kX3QT1jCLk0","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["14404326621166892390"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"597152387793888903":{"videoId":"597152387793888903","docid":"34-10-3-Z2B38E338D484FE47","description":"Industrial-grade ML requires transformation in almost every part of an organization, and as a result, production ML hurdles are often organization-wide hurdles. Teams face challenges ranging from...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3412154/0b2f9900581a34dc747e07d681538a42/564x318_1"},"target":"_self","position":"16","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DHqA4EYxqFCs","linkTemplate":"/video/preview/597152387793888903?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Why is Production ML so Hard?","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=HqA4EYxqFCs\",\"src\":\"serp\",\"rvb\":\"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_E_MJggQkAYAEKyqLARABGniBAgr6BvwFAAUEDgX6CPwCDwz6Agj_AADxAAL8_gEAAPkIBgwBAQAA9Pv2C_0AAADvBwX--wEAAA4FC_wFAAAA_wMEBf0AAAASEAYJ_gEAAAH7_A8E_wAADf7_-P8AAAD9BAzwAAAAAAb5__0AAAAAAPb0_wAAAAAgAC3BWuA7OBNACUhOUAIqcxAAGmDvDAAG_uzrtSQG7wwH3AT9GRX__cEE_-IcAPsk2PX10Om-Hx7_HBP0_cAAAAAUHfQgEAAPXRfP4-z8__vivdsVGH8FFvq09fH8xisGzgsBJBzKGTYA8PvdJCrtJxQBLB0gAC1jqEY7OBNACUhvUAIqrwYQDBqgBgAAjMIAAIhCAAAUQgAASMIAAOhBAABAwgAA2EEAAETCAAAIwgAASMIAAMBAAACwQQAAeMIAACBBAACqQgAAyEEAAIA_AADowQAAoEAAAFjCAAB0QgAAGMIAACjCAABkQgAAuEEAAFDCAAB0wgAAcMEAAM5CAACcQgAAEEEAAODAAADYwQAAOEIAAGDCAACQQQAAFEIAADBCAACGwgAApkIAACDBAADYwQAAUMEAAEBBAACoQQAALMIAAIjBAACAQAAAjEIAAEBAAAA4QgAA4MAAAARCAADowQAADEIAAIDAAAAgwgAA4EEAACDBAABAQgAAgL8AAEDAAAAAQAAA-MEAAIjBAABEwgAAcEIAAEjCAAAwQQAAwEEAAJjBAAAwQQAALMIAABhCAABYwgAAfMIAAAjCAABAwAAAIEIAAOjBAADgwQAAiMEAAK5CAACQwQAAGEIAAAxCAABAwAAAhkIAALhBAAA0wgAAuEEAAKBAAAAQwQAAQMAAAOBAAACowQAA-MEAAJ7CAABQQQAAcEEAAMDBAABAQAAAYEEAAFjCAABgwQAAoMEAANhBAAAEQgAAhsIAAEBAAABQwgAAFEIAAABAAAAQQQAAUEIAAAxCAADgQAAAIEEAADTCAABAwQAAkkIAAETCAADQwQAAtkIAAJRCAACowQAAuEEAAMjBAABAQAAAXMIAAJrCAAAAwAAAEMEAAJRCAABgQQAAhMIAAPhBAAAMQgAAYMIAAFTCAADgQAAAhkIAABRCAACAwQAAgEAAACBBAAAgQQAAsMEAAIA_AADIQQAAGMIAAEDCAADgwAAAOEIAAM5CAAAYQgAAkEEAABTCAACgwQAAsEIAAMDAAACgQQAAYEEAAODBAAAwQQAAEMEAAPhBAACgQQAAgMAAAEDBAABowgAAPMIAAGBBAADgQAAAcEIAAFxCAACYwQAA4MEAADxCAACQQQAAwMAAAADBAABwQQAAgD8AANDBAACYwQAA3sIAAI5CAABMwgAAgEEAAHTCAADQwQAA2EEAAChCAAAwwgAA2EEAAIDAAABAwAAAqsIAABTCIAA4E0AJSHVQASqPAhAAGoACAAAMvgAAlr4AAJq-AADYPQAAoLwAAFA9AACSvgAAEb8AAPi9AAA0PgAApj4AADC9AAC2vgAAlj4AAES-AACOPgAA2j4AAFC9AACYPQAAST8AAH8_AAB8vgAAqD0AAJK-AADYvQAArj4AAAS-AAAsPgAA6L0AAEw-AACyPgAAUL0AAOi9AACqPgAA4j4AAGQ-AABAPAAAmr4AAOa-AACGvgAAmr4AAOK-AABcPgAALL4AAOA8AACAuwAAND4AADS-AAAMPgAA9r4AAHS-AADovQAAHD4AAP4-AACGvgAAQLwAAE8_AADoPQAA9j4AAK4-AABwvQAAyL0AAHA9AADoPSAAOBNACUh8UAEqjwIQARqAAgAAhj4AAFC9AACovQAAM78AABy-AABwvQAAkj4AAIg9AACYPQAAyj4AADw-AADYvQAARD4AANq-AAA0PgAA4DwAADA9AAAZPwAAfD4AAMo-AABAvAAAdD4AAIC7AAAEPgAAqD0AAGQ-AAC4vQAAHD4AAL6-AAC4vQAAyL0AAFA9AABsPgAA6L0AACy-AABEvgAARD4AAJi9AAB8vgAAhj4AAMg9AADgPAAAgr4AAHA9AAB0PgAAbL4AAH-_AAC4vQAA-L0AABy-AAB8vgAA4DwAAAy-AACYvQAAED0AADQ-AAD4vQAAbL4AAIA7AACAOwAAHD4AAFA9AAB8vgAA-D0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=HqA4EYxqFCs","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["597152387793888903"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"10664794511327152250":{"videoId":"10664794511327152250","docid":"36-2-0-Z14D4F3CB9197AB85","description":"Chaliya aj banate hai ML Project. Sunday LIVE me Code Files: https://github.com/misrapk/churn-pred... For Enquiry or Sponsorship: Mail atpeeyuskmisra@gmail.com **Telegram Community...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-video_thumb_fresh/1222161/c23f7ab3e6be2c816cc49d5b9dd5ced40317_rt/564x318_1"},"target":"_self","position":"17","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DTy7Ppm3KEaI","linkTemplate":"/video/preview/10664794511327152250?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Part 2 - Complete End to End ML Project | Churn Prediction | Hindi","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Ty7Ppm3KEaI\",\"src\":\"serp\",\"rvb\":\"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-AQsQ_QT2AQEA7v0BBAgAAADtDgj6BAAAAP4LBwIAAAAAAv799vT9AQAL-Pf9AwAAABYE_P0DAAAABw0MBv4BAAAC9goG9QIAARAF9_0AAAAA9wIG9v__AAAFDPkCAAAAAPz9A_0AAAAAIAAtowvhOzgTQAlITlACKnMQABpgLwUABvcFtd8yOs7-Gr_7_PQRFdLz7f8U8QAEDavVJ8XsqCL8_yzGBQunAAAALA3aKCQA7XkOJuhEBN0fz6TM8SV_FCXHyRIe2sL6UuIh8AYg5zkpAAr27B5Z8vlTKCQPIAAt-kIbOzgTQAlIb1ACKq8GEAwaoAYAAGDBAACAwQAAjEIAABTCAADwQQAA2EEAAIDAAABAwgAAsMIAAARCAACgwAAAQEIAAL7CAAAkwgAAFEIAAGTCAACowQAA4MAAAIC_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_AADAwAAAoMAAAKhBAAAAQAAAoMEAACDBAAAAwQAAEEIAAIDCAAAEwiAAOBNACUh1UAEqjwIQABqAAgAAMD0AAFC9AAAcPgAAMD0AAKC8AAAcPgAAyL0AAN6-AAB0vgAAUD0AAPg9AAAUvgAAcD0AAIg9AAA8vgAAEL0AAGQ-AAAwvQAABD4AAII-AAB_PwAAmL0AADA9AAAwPQAAyL0AAHC9AACgPAAAUL0AAIC7AACYPQAAHD4AAIg9AACovQAA2D0AAAQ-AADgvAAAcD0AAPi9AADSvgAAZL4AAIa-AABQvQAA6L0AABS-AACYvQAAuD0AAOI-AACAuwAAEL0AAIq-AAAwvQAA-L0AAJI-AAAsPgAAhr4AAOC8AAATPwAAoLwAACw-AACoPQAAFL4AAKA8AACAuwAAmL0gADgTQAlIfFABKo8CEAEagAIAACy-AAAUvgAAgDsAAB-_AAAwPQAAmj4AAKi9AAAEPgAAJL4AAEQ-AACuvgAAQDwAADA9AAAUvgAAmD0AAIA7AABcvgAATz8AADC9AACCPgAAyD0AAMi9AAAQPQAAiD0AAIi9AACgvAAAMD0AALg9AACevgAAcD0AALg9AABAPAAAiD0AAPg9AABEPgAA2L0AAKI-AAC4PQAAyr4AALg9AAAQPQAAcL0AABw-AABAPAAADD4AAJ6-AAB_vwAAED0AAKi9AADYvQAAUL0AAMi9AABsPgAAyD0AABw-AADIPQAAoDwAAPg9AADgPAAAHD4AAEw-AACGPgAAJL4AAKi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=Ty7Ppm3KEaI","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["10664794511327152250"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"4132411309391984880":{"videoId":"4132411309391984880","docid":"36-6-0-Z64AB273CC2B9C295","description":"Ready to become a certified watsonx Data Scientist? Learn how these concepts transform raw data into actionable intelligence for AI and neural networks!","preview":{"posterSrc":"//avatars.mds.yandex.net/get-video_thumb_fresh/907943/deeab453dd7782064f2b7eb84e653b860319_rt/564x318_1"},"target":"_self","position":"18","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D-KKxtHwxKhE","linkTemplate":"/video/preview/4132411309391984880?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"How Linear Algebra Powers Machine Learning (ML)","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=-KKxtHwxKhE\",\"src\":\"serp\",\"rvb\":\"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_E6cFggQkAYAEKyqLARABGniB_wT7Af4CAPoEFwb8B_0C_gYFAAn9_gD4_f4DBQL_APj2BAAMAAAABgP8CQkAAAD3A_jxAf8AABkF8P4DAAAA-AkOCv4AAAANCgMACP8BAff5BQ4E_wAAEgoIAf8AAAAABAP3_P8AAAz7_vEBAAAABgYDCf8AAAAgAC0T89k7OBNACUhOUAIqcxAAGmDMAwAYLDXy-Bgq8Pr8xRDuIi3eKLA5_-rg__MI5t0GDbrBCS3_NQP_76sAAAAX8fT2EQDsaxGxxAMA6Pndv_AZ8H_RIsMGFQAaugE43CbXBAgZPFAA3_kR9WLl4QUq8S4gAC3nHSc7OBNACUhvUAIqrwYQDBqgBgAAsEEAAABBAAAUQgAAYMEAACDBAABkQgAAMEEAAADCAAAgwQAAKMIAABDBAADgwQAAuMIAABTCAAD4QQAAmEEAAABBAADQQQAAYEIAAIBBAACAQAAAcMEAAOrCAAAoQgAAgL8AAIjBAABowgAA-MEAABxCAAAQQQAAgEEAABzCAADgQAAA8MEAABDCAABwQQAAAMIAAJJCAABgwQAAsEEAAEBBAACmQgAAQEIAAEBCAADAQAAADMIAAABAAABQwQAAoEIAAIDBAAAAQAAAAAAAAKDAAABIQgAAiEEAAHDBAAAswgAAZEIAAIbCAACaQgAAgD8AADzCAAAAwQAAuMEAALBBAADAwQAAgEEAAI7CAADIwQAA-MEAAFRCAACIQgAAOMIAAOpCAABAQAAAtMIAALbCAAAAwAAAQEEAAMBAAAC4wQAAQEEAABTCAABAwAAAgD8AAEhCAABgwQAAhkIAAERCAADgwAAAKEIAAFBCAACQwQAAXMIAAPDBAACQwgAAMEEAAODAAACUQgAAoEEAAHDBAACyQgAAEMEAAFDBAACMwgAATEIAAAxCAACowQAAgMEAAIhBAACAQAAAHEIAADjCAABAQAAAWEIAAABCAACIQQAAUEEAAIA_AAAAwAAAAMEAAEBCAACAvwAAYMEAADBBAACoQQAAFMIAAKjBAADgwQAAuMEAAPDBAAAgwQAA4EEAAKhBAABQwQAAEMIAAHBCAACEwgAAmsIAAATCAABAQgAASEIAAFBCAACAQQAASEIAAIhCAABAQQAAAMIAAFBBAADgwAAAQMEAADzCAABUQgAAeMIAADDBAADwwQAAIEEAAATCAAAIQgAAhkIAAMjBAAB4wgAAPMIAAADCAABAwAAAgD8AAMpCAACAQAAAEEIAAMhBAACSQgAAYEEAACBCAAC4QQAAqEEAALDBAACgwAAA4MAAAEDBAACEQgAAoEAAAHjCAAA8wgAAQEEAAIxCAABUwgAAbMIAAFBBAABwQQAAgMAAAEBAAAAQwQAAMMEAAEDCAADgQAAAEMIAAEzCAADQQQAAaMIAADjCIAA4E0AJSHVQASqPAhAAGoACAAB8vgAAtr4AAII-AAALPwAAUD0AANg9AACCvgAAHb8AACu_AACAuwAAQLwAAOK-AABUPgAA-j4AACS-AADSvgAAlj4AAIC7AACSPgAAFz8AAHc_AAAUvgAAED0AABy-AAA0vgAAgLsAAP4-AAAsvgAALL4AAPg9AACmPgAATD4AAKK-AAC2PgAAUD0AABS-AACIPQAAir4AAKK-AADoPQAAfL4AAHC9AAB0PgAAiL0AAEA8AAAUPgAAtj4AAIa-AACovQAAqL0AAFy-AAC2vgAAnj4AAOA8AAC4PQAAoLwAAH8_AACAOwAAoDwAAEA8AADCvgAAZD4AAOi9AACKviAAOBNACUh8UAEqjwIQARqAAgAAUL0AAKC8AABMvgAAUb8AANi9AAAwvQAAqD0AALi9AADYPQAALL4AAHy-AAB0vgAAqr4AAMK-AAC4PQAAQLwAAJi9AADyPgAARL4AABw-AABwPQAARL4AACy-AAB0PgAAcL0AAGQ-AACqvgAA4LwAAJg9AAAQvQAAcD0AAIg9AAAwPQAAMD0AAEC8AAAkPgAA8j4AAIq-AACWvgAAgLsAAKA8AAAkPgAAoLwAAHQ-AAAQvQAAQLwAAH-_AADIPQAA2L0AAKi9AADYvQAAgr4AAIg9AADgPAAABL4AACw-AABAPAAAgDsAAEC8AACYPQAA4DwAAOA8AAA0vgAAND4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=-KKxtHwxKhE","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["4132411309391984880"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false},"4719487863370023802":{"videoId":"4719487863370023802","docid":"34-4-10-Z2AC8AC44E72A6748","description":"If you want to deploy an LLM endpoint, it is critical to think about how different requests are going to be handled. In typical machine learning models, it is ok to queue them, waiting for the...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/751701/410e7a0b76278427faec593be7d1b5ca/564x318_1"},"target":"_self","position":"19","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DPqHVpvvHLpE","linkTemplate":"/video/preview/4719487863370023802?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"How to Scale LLM Applications With Continuous Batching!","related_orig_text":"Technical ML","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Technical ML\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=PqHVpvvHLpE\",\"src\":\"serp\",\"rvb\":\"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_E4wDggQkAYAEKyqLARABGniBAvwCBgj3AAP_BgEPBv4CIAD8_vMDAwAX8u4B_v4BAP0RB_sLAQAAAvoB_vkAAAAA-vAO9_0AAAwUDPgFAAAAEvn0AfMAAAAKCPz2Cv8BAfj3_QcE_wAAIAUICgAAAAAGBvv1_v8AAQwAAAEAAAAAFvsABgABAAAgAC06kr47OBNACUhOUAIqcxAAGmAMDwArCiP11gxdA_oW4h7l2hDxGdQd_9v9_9kfAA0H8rvIEUD_GxcO4LEAAAATE_BW-QAIYd_V3Pro9Beh6-sxC3_5A_YHAwvs5fgXBRklAN0XKCcA8dgoBCXk2EYgHB8gAC0pYzg7OBNACUhvUAIqrwYQDBqgBgAAYMEAAEjCAACaQgAA6EEAAIDBAABAQAAANEIAAGDCAABkwgAAmEEAADBBAADoQQAAVMIAABTCAACYQQAAoMIAALhBAAAAwgAAbEIAAIjBAACEQgAAiMIAAOjBAAB4QgAAIEEAABRCAACAwQAAWMIAALhBAACSQgAADEIAAFRCAACowQAA-EEAAFDBAAAAQQAAEMEAAOBBAADAwAAAYMEAAHjCAACAvwAADEIAALDBAABAwgAADMIAABxCAACAwAAAkEEAAKBAAAAAAAAAWEIAAJDBAAD4QQAAgD8AAETCAADowQAANMIAAOBBAACgQQAAjkIAAKjBAADIwQAAYMEAAEBCAAAcwgAA4MAAAEjCAAAAwAAAwMEAAKBAAAAwQQAAyEEAAOhBAACswgAAssIAABjCAABAwAAAfMIAAMBAAADIwQAArkIAAPjBAABAQQAA_kIAALjBAACAwgAAQEIAAKBCAABAQAAA2MEAANBBAADAwQAAAEEAACDBAACiwgAAXEIAAAhCAACoQgAAAMIAAAhCAADAQQAA2EEAAPBBAAAcwgAAsEEAAIC_AABwQgAA8MEAAMhBAACQwQAAwEAAABBCAACQQQAAjkIAAATCAACAPwAAkMEAAIA_AACowQAABEIAAAzCAACQQQAA3sIAAERCAACoQQAAIEIAACDCAACAvwAAAEEAADTCAACQwgAAuMEAAOBBAACQwQAAIEIAAADBAACawgAAUMEAAKDBAAA0QgAAgMEAAPDBAAAAAAAAgEEAAOBBAACQwQAAPEIAAIC_AACgQAAAQEEAAMBBAAAUwgAAqMIAADhCAADIQQAAGMIAAGDCAACAQQAAkEEAAARCAAC4QQAAcEEAAIA_AABAQQAAwMEAAJBBAAAYQgAAIEIAAIC_AAAQwQAAAMEAAMBBAADAwAAAuMEAACzCAACIwQAAbMIAAFBCAACAQQAAbMIAACjCAAC4wgAAsMEAALhBAACgwQAAoMAAAEDAAADwQQAAeEIAABDBAACAQQAAEEEAAMjBAAC4QQAAuEEAAIC_AAAEwgAAsMEAAJZCIAA4E0AJSHVQASqPAhAAGoACAABAPAAAgDsAAOA8AACIPQAAir4AABQ-AADIPQAAAb8AAKi9AAA8PgAABD4AALg9AABAPAAA-D0AALq-AADYvQAAfD4AABA9AABAvAAA9j4AAH8_AAC4vQAAML0AAFw-AABUvgAAQLwAAFA9AAAMvgAATL4AAPg9AACYPQAAFD4AAPi9AABAvAAAUD0AAIC7AABsPgAAZL4AAHy-AACovQAArr4AAOC8AADIPQAAcD0AALi9AADoPQAA4DwAAFy-AAC4vQAAEL0AANg9AACoPQAAnj4AAJI-AACKvgAAiL0AAB8_AAAwPQAAMD0AAEw-AAD4vQAA-D0AAJg9AABwvSAAOBNACUh8UAEqjwIQARqAAgAA6L0AAMi9AACOvgAANb8AAKC8AACIPQAAgLsAADC9AABUvgAAND4AAOi9AACAuwAADL4AAEy-AAAcPgAAcL0AAKA8AAALPwAAiL0AANo-AAAMvgAAJD4AAIC7AACIvQAAQLwAADA9AABMvgAAuL0AAIA7AACgvAAAQDwAALg9AACoPQAAir4AAKg9AACAuwAAHD4AAAw-AAA0vgAAUL0AAOA8AAC4PQAAPL4AAKA8AABwvQAAQLwAAH-_AADYvQAA4DwAAFA9AAAUPgAAfL4AAEA8AABUPgAAED0AADA9AAAQPQAAJL4AAJi9AABQPQAAqD0AAGw-AAAEPgAAmL0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=PqHVpvvHLpE","parent-reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["4719487863370023802"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false,"censoredShock":false,"isShockDoc":false}},"dups":{"12528578573790383194":{"videoId":"12528578573790383194","title":"\u0007[Technical\u0007] \u0007[ML\u0007] Deep Dive: Vector Embeddings, Reinforcement Learning, Deep Learning, SL & U...","cleanTitle":"Technical ML Deep Dive: Vector Embeddings, Reinforcement Learning, Deep Learning, SL & UL","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=4C0gNsmTSMU","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/4C0gNsmTSMU?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":"d3d3LnlvdXR1YmUuY29tO1VDemFicHY1c2ZnMWhCTmJKajFaMUxndw==","name":"Data Science Animated by Lubula","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Data+Science+Animated+by+Lubula","origUrl":"http://www.youtube.com/@DataScienceAnimated","a11yText":"Data Science Animated by Lubula. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2140,"text":"35:40","a11yText":"Süre 35 dakika 40 saniye","shortText":"35 dk."},"date":"28 ara 2025","modifyTime":1766880000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/4C0gNsmTSMU?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=4C0gNsmTSMU","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":2140},"parentClipId":"12528578573790383194","href":"/preview/12528578573790383194?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/12528578573790383194?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"17003229042022205925":{"videoId":"17003229042022205925","title":"Large-scale deep learning training and tuning with Ray at Uber","cleanTitle":"Large-scale deep learning training and tuning with Ray at Uber","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=gMT_ONmI9RM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/gMT_ONmI9RM?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":"d3d3LnlvdXR1YmUuY29tO1VDN0wxdFp3NTJydGdtSUI0ZnJfZjQwdw==","name":"Anyscale","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Anyscale","origUrl":"https://www.youtube.com/channel/UC7L1tZw52rtgmIB4fr_f40w","a11yText":"Anyscale. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1999,"text":"33:19","a11yText":"Süre 33 dakika 19 saniye","shortText":"33 dk."},"views":{"text":"3,2bin","a11yText":"3,2 bin izleme"},"date":"10 şub 2023","modifyTime":1675987200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/gMT_ONmI9RM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=gMT_ONmI9RM","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1999},"parentClipId":"17003229042022205925","href":"/preview/17003229042022205925?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/17003229042022205925?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9552917579185300040":{"videoId":"9552917579185300040","title":"\u0007[ML\u0007] engineering for production \u0007[ML\u0007] deployments with TFX (TensorFlow Fall 2020 Updates)","cleanTitle":"ML engineering for production ML deployments with TFX (TensorFlow Fall 2020 Updates)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=YeuvR6m6ACQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/YeuvR6m6ACQ?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":"d3d3LnlvdXR1YmUuY29tO1VDMHJxdWNCZFR1RlRqSmllZlc1dC1JUQ==","name":"TensorFlow","isVerified":true,"subscribersCount":0,"url":"/video/search?text=TensorFlow","origUrl":"http://www.youtube.com/@TensorFlow","a11yText":"TensorFlow. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1600,"text":"26:40","a11yText":"Süre 26 dakika 40 saniye","shortText":"26 dk."},"views":{"text":"16,9bin","a11yText":"16,9 bin izleme"},"date":"3 ara 2020","modifyTime":1606953600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/YeuvR6m6ACQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=YeuvR6m6ACQ","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1600},"parentClipId":"9552917579185300040","href":"/preview/9552917579185300040?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/9552917579185300040?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9533054578056472576":{"videoId":"9533054578056472576","title":"Best practices for \u0007[ML\u0007] product decisions (\u0007[ML\u0007] \u0007[Tech\u0007] Talks)","cleanTitle":"Best practices for ML product decisions (ML Tech Talks)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=2aWh3-Wnb-A","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/2aWh3-Wnb-A?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":"d3d3LnlvdXR1YmUuY29tO1VDMHJxdWNCZFR1RlRqSmllZlc1dC1JUQ==","name":"TensorFlow","isVerified":true,"subscribersCount":0,"url":"/video/search?text=TensorFlow","origUrl":"http://www.youtube.com/@TensorFlow","a11yText":"TensorFlow. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1891,"text":"31:31","a11yText":"Süre 31 dakika 31 saniye","shortText":"31 dk."},"views":{"text":"11,9bin","a11yText":"11,9 bin izleme"},"date":"5 ağu 2021","modifyTime":1628182179000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/2aWh3-Wnb-A?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=2aWh3-Wnb-A","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1891},"parentClipId":"9533054578056472576","href":"/preview/9533054578056472576?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/9533054578056472576?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"15625903564766442991":{"videoId":"15625903564766442991","title":"\u0007[ML\u0007] Product Experiments at Scale","cleanTitle":"ML Product Experiments at Scale","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=jxdGul6h8vQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/jxdGul6h8vQ?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":"d3d3LnlvdXR1YmUuY29tO1VDN2tqV0lLMUg4dGZtRmx6Wk8td0hNdw==","name":"The TWIML AI Podcast with Sam Charrington","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+TWIML+AI+Podcast+with+Sam+Charrington","origUrl":"http://www.youtube.com/@twimlai","a11yText":"The TWIML AI Podcast with Sam Charrington. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1552,"text":"25:52","a11yText":"Süre 25 dakika 52 saniye","shortText":"25 dk."},"date":"7 eyl 2022","modifyTime":1662508800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/jxdGul6h8vQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=jxdGul6h8vQ","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1552},"parentClipId":"15625903564766442991","href":"/preview/15625903564766442991?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/15625903564766442991?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"2260802763611808471":{"videoId":"2260802763611808471","title":"\u0007[ML\u0007] \u0007[Techniques\u0007] for Energy Efficiency & Anomaly Detection in Hybrid Wireless Sensor Networ...","cleanTitle":"ML Techniques for Energy Efficiency & Anomaly Detection in Hybrid Wireless Sensor Networks","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=tMungR0KOHs","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/tMungR0KOHs?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":"d3d3LnlvdXR1YmUuY29tO1VDakhUbGROVEw2ckRTWWwxc0NLZFB3Zw==","name":"Naren Projects","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Naren+Projects","origUrl":"http://www.youtube.com/@narenprojects","a11yText":"Naren Projects. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":128,"text":"2:08","a11yText":"Süre 2 dakika 8 saniye","shortText":"2 dk."},"date":"31 ağu 2023","modifyTime":1693440000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/tMungR0KOHs?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=tMungR0KOHs","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":128},"parentClipId":"2260802763611808471","href":"/preview/2260802763611808471?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/2260802763611808471?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"7796738103586723454":{"videoId":"7796738103586723454","title":"Why \u0007[ML\u0007] Projects Fail and How to Ensure Their Success","cleanTitle":"Why ML Projects Fail and How to Ensure Their Success","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Hcs3OprnSLc","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Hcs3OprnSLc?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":"d3d3LnlvdXR1YmUuY29tO1VDN2tqV0lLMUg4dGZtRmx6Wk8td0hNdw==","name":"The TWIML AI Podcast with Sam Charrington","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+TWIML+AI+Podcast+with+Sam+Charrington","origUrl":"http://www.youtube.com/@twimlai","a11yText":"The TWIML AI Podcast with Sam Charrington. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1937,"text":"32:17","a11yText":"Süre 32 dakika 17 saniye","shortText":"32 dk."},"date":"7 eyl 2022","modifyTime":1662508800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Hcs3OprnSLc?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Hcs3OprnSLc","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1937},"parentClipId":"7796738103586723454","href":"/preview/7796738103586723454?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/7796738103586723454?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3393303451987336955":{"videoId":"3393303451987336955","title":"Scalable Machine Learning at Yahoo, Andy Feng 20150928","cleanTitle":"Scalable Machine Learning at Yahoo, Andy Feng 20150928","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=2daZ_-Bx3qU","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/2daZ_-Bx3qU?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":"d3d3LnlvdXR1YmUuY29tO1VDa1d0S28yS0lSaW9HTXlzU2VRQzZnZw==","name":"San Francisco Bay ACM","isVerified":false,"subscribersCount":0,"url":"/video/search?text=San+Francisco+Bay+ACM","origUrl":"http://www.youtube.com/@SfbayacmOrg","a11yText":"San Francisco Bay ACM. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":4694,"text":"1:18:14","a11yText":"Süre 1 saat 18 dakika 14 saniye","shortText":"1 sa. 18 dk."},"views":{"text":"1,2bin","a11yText":"1,2 bin izleme"},"date":"8 eki 2015","modifyTime":1444262400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/2daZ_-Bx3qU?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=2daZ_-Bx3qU","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":4694},"parentClipId":"3393303451987336955","href":"/preview/3393303451987336955?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/3393303451987336955?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"17212829431572683256":{"videoId":"17212829431572683256","title":"How Feature Stores Enable Operational \u0007[ML\u0007]","cleanTitle":"How Feature Stores Enable Operational ML","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=xNzRwqJPHtY","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/xNzRwqJPHtY?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":"d3d3LnlvdXR1YmUuY29tO1VDN2tqV0lLMUg4dGZtRmx6Wk8td0hNdw==","name":"The TWIML AI Podcast with Sam Charrington","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+TWIML+AI+Podcast+with+Sam+Charrington","origUrl":"http://www.youtube.com/@twimlai","a11yText":"The TWIML AI Podcast with Sam Charrington. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1794,"text":"29:54","a11yText":"Süre 29 dakika 54 saniye","shortText":"29 dk."},"date":"6 eyl 2022","modifyTime":1662494245000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/xNzRwqJPHtY?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=xNzRwqJPHtY","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1794},"parentClipId":"17212829431572683256","href":"/preview/17212829431572683256?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/17212829431572683256?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"5470538406212085035":{"videoId":"5470538406212085035","title":"Introduction to Machine Learning with MLFlow and Airflow!","cleanTitle":"Introduction to Machine Learning with MLFlow and Airflow!","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=DgyokxdqEYc","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/DgyokxdqEYc?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":"d3d3LnlvdXR1YmUuY29tO1VDUXE3OXpIR1pKTnptM1NQT2ZMTm1ydw==","name":"The Data Guy","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+Data+Guy","origUrl":"http://www.youtube.com/@thedataguygeorge","a11yText":"The Data Guy. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":970,"text":"16:10","a11yText":"Süre 16 dakika 10 saniye","shortText":"16 dk."},"views":{"text":"13,2bin","a11yText":"13,2 bin izleme"},"date":"10 eki 2023","modifyTime":1696939208000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/DgyokxdqEYc?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=DgyokxdqEYc","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":970},"parentClipId":"5470538406212085035","href":"/preview/5470538406212085035?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/5470538406212085035?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"13871943470437480268":{"videoId":"13871943470437480268","title":"Introduction to Explainable AI (\u0007[ML\u0007] \u0007[Tech\u0007] Talks)","cleanTitle":"Introduction to Explainable AI (ML Tech Talks)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=6xePkn3-LME","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/6xePkn3-LME?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":"d3d3LnlvdXR1YmUuY29tO1VDMHJxdWNCZFR1RlRqSmllZlc1dC1JUQ==","name":"TensorFlow","isVerified":true,"subscribersCount":0,"url":"/video/search?text=TensorFlow","origUrl":"http://www.youtube.com/@TensorFlow","a11yText":"TensorFlow. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2744,"text":"45:44","a11yText":"Süre 45 dakika 44 saniye","shortText":"45 dk."},"views":{"text":"61,6bin","a11yText":"61,6 bin izleme"},"date":"15 tem 2021","modifyTime":1626307200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/6xePkn3-LME?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=6xePkn3-LME","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":2744},"parentClipId":"13871943470437480268","href":"/preview/13871943470437480268?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/13871943470437480268?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"4811784933836371188":{"videoId":"4811784933836371188","title":"Intro to Deep Learning (\u0007[ML\u0007] \u0007[Tech\u0007] Talks)","cleanTitle":"Intro to Deep Learning (ML Tech Talks)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=AhE8RhPGH1A","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/AhE8RhPGH1A?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":"d3d3LnlvdXR1YmUuY29tO1VDMHJxdWNCZFR1RlRqSmllZlc1dC1JUQ==","name":"TensorFlow","isVerified":true,"subscribersCount":0,"url":"/video/search?text=TensorFlow","origUrl":"http://www.youtube.com/@TensorFlow","a11yText":"TensorFlow. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":4456,"text":"1:14:16","a11yText":"Süre 1 saat 14 dakika 16 saniye","shortText":"1 sa. 14 dk."},"views":{"text":"71,6bin","a11yText":"71,6 bin izleme"},"date":"4 mar 2021","modifyTime":1614878700000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/AhE8RhPGH1A?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=AhE8RhPGH1A","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":4456},"parentClipId":"4811784933836371188","href":"/preview/4811784933836371188?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/4811784933836371188?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14234168480253414402":{"videoId":"14234168480253414402","title":"A friendly introduction to distributed training (\u0007[ML\u0007] \u0007[Tech\u0007] Talks)","cleanTitle":"A friendly introduction to distributed training (ML Tech Talks)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=S1tN9a4Proc","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/S1tN9a4Proc?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":"d3d3LnlvdXR1YmUuY29tO1VDMHJxdWNCZFR1RlRqSmllZlc1dC1JUQ==","name":"TensorFlow","isVerified":true,"subscribersCount":0,"url":"/video/search?text=TensorFlow","origUrl":"http://www.youtube.com/@TensorFlow","a11yText":"TensorFlow. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1458,"text":"24:18","a11yText":"Süre 24 dakika 18 saniye","shortText":"24 dk."},"views":{"text":"52,3bin","a11yText":"52,3 bin izleme"},"date":"30 ara 2021","modifyTime":1640884426000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/S1tN9a4Proc?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=S1tN9a4Proc","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1458},"parentClipId":"14234168480253414402","href":"/preview/14234168480253414402?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/14234168480253414402?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14404326621166892390":{"videoId":"14404326621166892390","title":"Why and How to Build Explainability into your \u0007[ML\u0007] Workflow","cleanTitle":"Why and How to Build Explainability into your ML Workflow","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=kX3QT1jCLk0","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/kX3QT1jCLk0?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":"d3d3LnlvdXR1YmUuY29tO1VDN2tqV0lLMUg4dGZtRmx6Wk8td0hNdw==","name":"The TWIML AI Podcast with Sam Charrington","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+TWIML+AI+Podcast+with+Sam+Charrington","origUrl":"http://www.youtube.com/@twimlai","a11yText":"The TWIML AI Podcast with Sam Charrington. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1425,"text":"23:45","a11yText":"Süre 23 dakika 45 saniye","shortText":"23 dk."},"date":"7 eyl 2022","modifyTime":1662508800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/kX3QT1jCLk0?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=kX3QT1jCLk0","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1425},"parentClipId":"14404326621166892390","href":"/preview/14404326621166892390?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/14404326621166892390?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"597152387793888903":{"videoId":"597152387793888903","title":"Why is Production \u0007[ML\u0007] so Hard?","cleanTitle":"Why is Production ML so Hard?","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=HqA4EYxqFCs","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/HqA4EYxqFCs?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":"d3d3LnlvdXR1YmUuY29tO1VDN2tqV0lLMUg4dGZtRmx6Wk8td0hNdw==","name":"The TWIML AI Podcast with Sam Charrington","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+TWIML+AI+Podcast+with+Sam+Charrington","origUrl":"http://www.youtube.com/@twimlai","a11yText":"The TWIML AI Podcast with Sam Charrington. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1267,"text":"21:07","a11yText":"Süre 21 dakika 7 saniye","shortText":"21 dk."},"date":"7 eyl 2022","modifyTime":1662508800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/HqA4EYxqFCs?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=HqA4EYxqFCs","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":1267},"parentClipId":"597152387793888903","href":"/preview/597152387793888903?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/597152387793888903?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"10664794511327152250":{"videoId":"10664794511327152250","title":"Part 2 - Complete End to End \u0007[ML\u0007] Project | Churn Prediction | Hindi","cleanTitle":"Part 2 - Complete End to End ML Project | Churn Prediction | Hindi","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Ty7Ppm3KEaI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Ty7Ppm3KEaI?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":"d3d3LnlvdXR1YmUuY29tO1VDZ21rMUtYbXJIWHRfRE8wa1NjeVZtUQ==","name":"Peeyush K. Misra","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Peeyush+K.+Misra","origUrl":"http://www.youtube.com/@peeyushmisra","a11yText":"Peeyush K. Misra. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":7216,"text":"2:00:16","a11yText":"Süre 2 saat 16 saniye","shortText":"2 sa."},"date":"16 mar 2026","modifyTime":1773668558000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Ty7Ppm3KEaI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Ty7Ppm3KEaI","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":7216},"parentClipId":"10664794511327152250","href":"/preview/10664794511327152250?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/10664794511327152250?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"4132411309391984880":{"videoId":"4132411309391984880","title":"How Linear Algebra Powers Machine Learning (\u0007[ML\u0007])","cleanTitle":"How Linear Algebra Powers Machine Learning (ML)","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=-KKxtHwxKhE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/-KKxtHwxKhE?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":"d3d3LnlvdXR1YmUuY29tO1VDS1dhRVotX1Z3ZWFFeDFqNjJkb192UQ==","name":"IBM Technology","isVerified":true,"subscribersCount":0,"url":"/video/search?text=IBM+Technology","origUrl":"http://www.youtube.com/@IBMTechnology","a11yText":"IBM Technology. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":679,"text":"11:19","a11yText":"Süre 11 dakika 19 saniye","shortText":"11 dk."},"date":"19 mar 2026","modifyTime":1773919573000,"freshBadge":"3 gün önce","isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/-KKxtHwxKhE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=-KKxtHwxKhE","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":679},"parentClipId":"4132411309391984880","href":"/preview/4132411309391984880?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/4132411309391984880?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"4719487863370023802":{"videoId":"4719487863370023802","title":"How to Scale LLM Applications With Continuous Batching!","cleanTitle":"How to Scale LLM Applications With Continuous Batching!","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=PqHVpvvHLpE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/PqHVpvvHLpE?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":"d3d3LnlvdXR1YmUuY29tO1VDWTZwcldnMTZVNW56dmw1MWNtcW8zUQ==","name":"The ML Tech Lead!","isVerified":false,"subscribersCount":0,"url":"/video/search?text=The+ML+Tech+Lead%21","origUrl":"http://www.youtube.com/@TheMLTechLead","a11yText":"The ML Tech Lead!. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":396,"text":"6:36","a11yText":"Süre 6 dakika 36 saniye","shortText":"6 dk."},"views":{"text":"4bin","a11yText":"4 bin izleme"},"date":"28 eki 2024","modifyTime":1730073600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/PqHVpvvHLpE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=PqHVpvvHLpE","reqid":"1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL","duration":396},"parentClipId":"4719487863370023802","href":"/preview/4719487863370023802?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","rawHref":"/video/preview/4719487863370023802?parent-reqid=1774207266391445-681968572303314654-balancer-l7leveler-kubr-yp-sas-215-BAL&text=Technical+ML","isEmbedOnly":false,"shouldPlayInstreamPreroll":false}}},"viewer":{"_isInitial":false,"clips":{"items":{},"dups":{},"loadingStatus":"None"},"internal":{"videoId":"","sandboxEventPrefix":"sandbox:","sandboxVersion":"0x906f9600bf4","isEmbedded":false,"from":"yavideo","service":"ya-video","hbPeriod":30,"table":"video_tech","isInstreamDisabled":false,"nonce":"6819685723033146547215","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":"Technical ML","queryUriEscaped":"Technical%20ML","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"}}}