{"pages":{"search":{"query":"Intro à l'apprentissage automatique - ULaval","originalQuery":"Intro à l'apprentissage automatique - ULaval","serpid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","parentReqid":"","serpItems":[{"id":"5448053137598672945-0-0","type":"videoSnippet","props":{"videoId":"5448053137598672945"},"curPage":0},{"id":"3102841433921778878-0-1","type":"videoSnippet","props":{"videoId":"3102841433921778878"},"curPage":0},{"id":"5561728683283159588-0-2","type":"videoSnippet","props":{"videoId":"5561728683283159588"},"curPage":0},{"id":"13443633274190299114-0-3","type":"videoSnippet","props":{"videoId":"13443633274190299114"},"curPage":0},{"id":"R-I-113683-5-0-4","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":4,"grab":"dEludHJvIMOgIGwnYXBwcmVudGlzc2FnZSBhdXRvbWF0aXF1ZSAtIFVMYXZhbAo=","statId":4,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","ui":"desktop","yuid":"9510646901765312056"}}},"isAdult":false,"position":4,"placement":"empty"},"curPage":0},{"id":"15253651319513003285-0-5","type":"videoSnippet","props":{"videoId":"15253651319513003285"},"curPage":0},{"id":"3011960022369176149-0-6","type":"videoSnippet","props":{"videoId":"3011960022369176149"},"curPage":0},{"id":"6018017310777629361-0-7","type":"videoSnippet","props":{"videoId":"6018017310777629361"},"curPage":0},{"id":"7738918803771623769-0-8","type":"videoSnippet","props":{"videoId":"7738918803771623769"},"curPage":0},{"id":"7462550852757297054-0-9","type":"videoSnippet","props":{"videoId":"7462550852757297054"},"curPage":0},{"id":"13110135798110687669-0-10","type":"videoSnippet","props":{"videoId":"13110135798110687669"},"curPage":0},{"id":"R-I-113683-5-0-11","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":11,"grab":"dEludHJvIMOgIGwnYXBwcmVudGlzc2FnZSBhdXRvbWF0aXF1ZSAtIFVMYXZhbAo=","statId":11,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","ui":"desktop","yuid":"9510646901765312056"}}},"isAdult":false,"position":11,"placement":"empty"},"curPage":0},{"id":"17457939002291591673-0-12","type":"videoSnippet","props":{"videoId":"17457939002291591673"},"curPage":0},{"id":"16621843202534354521-0-13","type":"videoSnippet","props":{"videoId":"16621843202534354521"},"curPage":0},{"id":"3870996291561059622-0-14","type":"videoSnippet","props":{"videoId":"3870996291561059622"},"curPage":0},{"id":"3813745011190285289-0-15","type":"videoSnippet","props":{"videoId":"3813745011190285289"},"curPage":0},{"id":"6474646120898260921-0-16","type":"videoSnippet","props":{"videoId":"6474646120898260921"},"curPage":0},{"id":"3146647488319766122-0-17","type":"videoSnippet","props":{"videoId":"3146647488319766122"},"curPage":0},{"id":"12576607639306250336-0-18","type":"videoSnippet","props":{"videoId":"12576607639306250336"},"curPage":0},{"id":"436088735578942379-0-19","type":"videoSnippet","props":{"videoId":"436088735578942379"},"curPage":0}],"filters":{},"serpFooter":{"linksGroups":[{"type":"geo","links":[{"label":"Columbus","title":"Columbus","url":"//yandex.com.tr/tune/geo/","logNode":{"name":"region"},"target":"_self","a11yLabel":"Bölgeniz Columbus","needRetpath":true}]},{"type":"help","links":[{"label":"Bize ulaşın","url":"https://yandex.com.tr/support/video/troubleshooting.html","logNode":{"name":"feedback"},"needRetpath":true},{"label":"Yardım","url":"https://yandex.com.tr/support/video/","logNode":{"name":"help"},"needRetpath":true}]},{"type":"settings","links":[{"label":"Ayarlar","url":"https://yandex.com.tr/tune/search/","target":"_self","logNode":{"name":"settings"},"needRetpath":true}]},{"type":"company","links":[{"label":"Şirket hakkında","url":"//yandex.com.tr/company/","logNode":{"name":"about"},"target":"_blank"},{"label":"Kullanım lisansı","url":"//yandex.com.tr/legal/termsofuse/","logNode":{"name":"license"},"target":"_blank"},{"label":"Gizlilik Politikası","url":"//yandex.com.tr/legal/confidential/","logNode":{"name":"confidential"},"target":"_blank"}],"a11yHidden":true}],"hasExtralinks":true},"currentPage":0,"prevPageToLoad":-1,"nextPageToLoad":1,"isTranslationsFilterEnabled":false,"isTranslationsDistributionEnabled":false,"isTranslationsDistributionOnboardingEnabled":false,"isFeedbackModalVisible":false,"prevention":{},"hasNextPage":true,"rightSerpItems":[{"type":"direct","id":"search-list-right","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"R-I-8843654-1","renderTo":"search-list-right-0-R-I-8843654-1","pageNumber":0,"grab":"dEludHJvIMOgIGwnYXBwcmVudGlzc2FnZSBhdXRvbWF0aXF1ZSAtIFVMYXZhbAo=","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","ui":"desktop","yuid":"9510646901765312056"}}},"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%3DIntro%2B%25C3%25A0%2Bl%2527apprentissage%2Bautomatique%2B-%2BULaval"},"main":{"_isInitial":true,"snippets":[],"serpFooter":{"linksGroups":[]},"isLoggedIn":false,"tags":[]}},"internal":{"nonce":"9116005799765360067251","expFlags":{"video_settings_toolbar_redesign":1,"velocity_delay_drawer":1,"video_viewer_heartbeat_disabled_in_no_js_api":1,"video_search_toggle_with_text":1,"velocity_disable_suspense":1,"video_viewer_desktop_smart_layout":1,"dark_theme_desktop":"cookie","distr_splashscreen_on":1,"video_viewer_check_sandbox_origin":1,"video_font_yandex_sans":1,"video_adv_new_show_rules":1,"video_resource_loader":1,"video_adv_config_desktop":{"search-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_nohost_full_filter_onboarding_enable":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,"video_resource_loader_load_timeout":6000,"int_tr":1,"mmui_extended_escape_scheme":"searchdata.clips.0.authorname","tabs_order_version":"search,images,video,newstr,maps,translate,tr_ecom","spok":"id","video_suggest_use_serp":1,"video_search_grid_direct_repeat":6,"video_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,"use-src-imagesp_misspell":1,"use-src-imagesultrap":1,"use-video-apphost-pre-templates":1,"use-src-videop_misspell":1,"use-video-apphost-post-templates":1,"use-src-imagesquickp":1,"enable_video_carousels":"1","restrict-max-docs":"1000","use-images-region-setup":1,"use-post-auto2":1,"use-images-settings-setup":1,"use-src-ugc_favorites":1,"video_vitrina_disable":"0","use-images-user-setup":1,"use-video-pre-search-data":1,"begemot-no-suggest-history":1},"video_depot_viewer_masthead_ssr_only":1,"video_blender":1,"video_search_grid_enable":0,"video_viewer_desktop_fix_d2d_scroll":1,"video_depot_viewer_legacy_counters":1,"video_search_grid_direct_start":3,"video_adv_new_show_rules_docs_count":1,"beauty_header_futuris_tab":9,"video_related_suggest_enable":1,"video_redirect_plug":2,"video_adv_grid_inplace":1,"distr_popup_on":1,"dark_theme_desktop_default_pref":"system","video_search_toggle_enable":1,"video_depot_viewer_related_adv_margin":400,"video_viewer_doc2doc_instant_load":1,"velocity_split_hydration":4,"video_duration_counter_new_format":1,"video_force_grid_on_premordie":1,"int_online_summarization_video_snippet":1,"video_morda_header_nav":1,"video_nohost_full_filter":1,"distr_pcode_off":1,"video_baobab_blockstat":1,"video_thumb_poster_full":1,"video_scrollpages":2,"video_serp_desktop_block_design":1,"video_nohost_youtube_filter":0,"video_viewer_host_link_mode":1},"slots":["151171,0,17;126313,0,58;126322,0,23;1281084,0,91;287509,0,80;1350547,0,20"],"isYandexNet":false,"platform":"desktop","isEnLogo":true,"retpath":"https%3A%2F%2Fgs.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3DIntro%2B%25C3%25A0%2Bl%2527apprentissage%2Bautomatique%2B-%2BULaval","mordaUrl":"//yandex.com.tr/","videoSearchUrl":"https://gs.yandex.com.tr/video/search?text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","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":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","backUrl":"//ya.ru","url":"https://gs.yandex.com.tr/video/search?text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isIntegrationTest":false,"isEndToEndTest":false,"shouldDropLogs":false,"seo":{"title":"Intro à l'apprentissage automatique - ULaval: 2 bin video Yandex'te bulundu","description":"\"Intro à l'apprentissage automatique - ULaval\" sorgusu için arama sonuçları Yandex'te","shareTitle":"Intro à l'apprentissage automatique - ULaval — Yandex video arama","keywords":"yandex video, video araması, çevrimiçi izle, dizi, film, müzik klipleri","hasPorno":0},"isEmbedded":false,"isPumpkin":false,"sessionCsrfToken":"y6edce176c6844990ce4ee7f56b2f5efe","reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"151171,126313,126322,1281084,287509,1350547","queryText":"Intro à l'apprentissage automatique - ULaval","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","userRegionName":"","userRegionId":"function() {\n return this._region.id;\n }","yandexuid":"9510646901765312056","uid":"0","isChildAccount":false}},"userTestids":"191768,238743,246500,253288,265553,270072,277807,274239,294077,278842,331010,338398,378416,359879,415420,644350,652605,645301,679708,689693,690449,696466,696473,722746,740796,776165,771230,781521,790415,801982,851450,886706,883477,900639,931367,937268,969063,935488,945314,989988,982463,991363,990185,1015567,1011895,1035320,1033956,1035241,1036046,1087297,1060131,1071879,1078818,1077703,1116602,1045814,1131637,1144233,1151726,1156933,1174275,1173000,1167408,1202006,1194718,1221235,1228280,1239596,1227266,1226860,1246754,1276447,1289213,1316370,1313283,1321224,1300570,1320679,1352408,1342688,1344637,1341968,1345362,1343279,1367583,1336673,1348424,1382036,1391511,1384451,1402882,1407422,1417605,1424780,1429092,1441146,1299604","regionId":20815,"isYaRu":false,"shouldUnmountSearchPageInViewer":false,"videoGlobalContext":{"platform":"desktop","isPumpkin":false,"language":"tr","user_time":{"epoch":"1765312225","tz":"America/Louisville","to_iso":"2025-12-09T15:30:25-0500","__is_plain":1},"isHermione":false,"shouldStubImages":true,"enableVideoPreviewInHermione":false,"reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-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":"151171,126313,126322,1281084,287509,1350547","queryText":"Intro à l'apprentissage automatique - ULaval","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","userRegionName":"","userRegionId":"function() {\n return this._region.id;\n }","yandexuid":"9510646901765312056","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":"9116005799765360067251","disableDoc2DocHostLink":false,"shouldHideChannelLink":false,"disableChannelLink":false,"enableSlowBufferingAlert":false,"enableSlowBufferingAlertDedup":false,"userConnectionRtt":157,"animated":false,"isDoc2DocScrollFix":true,"smartDesktopLayout":true,"enableVIImprovements":false,"isAdvDisabled":false,"shouldShowVideoPlaylistPane":false,"isVideoTranslationSupported":false,"isSummaryDisabled":false,"isSummaryOnlineEnabled":true,"shouldRenderBroSummaryApiContainer":false,"shouldDropLogs":false,"shouldUseBeacon":false,"hasAdBlock":false,"forceSlowBufferingAlert":false,"rknWarnHosts":[""],"relatedAdvRootMargin":400,"postInstreamScreenDuration":2000,"minVideoDurationForInstream":120,"isInstreamEnabledInTesting":false,"useSendBeacon":false,"isFinalHeartbeatDisabledInNoJsApi":true,"wildcard":false,"isAdvUnderPlayerRedesign":false,"disableEarlyEventsInD2d":false,"isDoc2DocInstantLoadEnabled":true,"disableEarlyEventsUnsubscribe":false,"showDebugRelatedURL":false,"shouldUseBetaErrorLogging":false,"shouldShowMetaUnderPlayer":false,"isVideoViewerMetaTitleHidden":false,"isStickyPlayerDisabled":false,"headerNoFavicon":false,"headerBranded":false,"shouldCensorSensitiveContent":false,"isAdvUnderPlayerTransparent":false,"isDoc2DocGridLayoutEnabled":false,"detailsRedesignEnabled":false,"detailsRedesignV2Enabled":false,"isIslandsDisabled":false,"isD2DEmptyLoadFixDisabled":false,"isRoundedPlayerEnabled":false,"isSettingsToolbarRedesign":true,"isDoc2DocEmptyRetryEnabled":false,"isAdvUnderPlayerWithBackdrop":false,"isTouchAdvWithBackdrop":false,"isDoc2DocErrorScreenEnabled":true,"isDoc2DocFeedbackKebabEnabled":false,"isCommentsEnabled":false,"isVideoMainButtonInitiallyCollapsed":false,"isAdvUnderPlayerWithInnerPadding":false},"shouldShowAdvId":false,"isAdultQuery":false,"isSensitivePage":false,"showSensitive":false,"shouldReplaceHref":false},"user":{"tld":"com.tr","isEuDomain":false,"login":"","passportId":"","isLoggedIn":false,"locationName":"Columbus","isFamily":false,"yandexuid":"9510646901765312056","ugcCsrfToken":"","family":1,"isChild":false},"config":{"skinMode":"system","skin":"light","version":"releases-frontend-video-v1.1729.0__491d2077c35fc53c28577367d9c4833c662b0670","isGridSupported":false,"advConfig":{"under-player":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"under-player-lite":{"regular":{"default":"R-I-48058-728"},"adult":{"default":"R-I-474674-103"}},"under-player-old":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"video-list":{"regular":{"default":"R-I-48058-708","mail":"R-A-13411721-2"},"adult":{"default":"R-I-474674-101","mail":"R-A-13426421-2"}},"search-list":{"regular":{"default":"R-I-48058-715","mail":"R-A-13411721-3"},"adult":{"default":"R-I-474674-108","mail":"R-A-13426421-3"}},"search-grid-row":{"regular":{"default":"R-I-48058-718","mail":"R-A-13411721-4"},"adult":{"default":"R-I-474674-109","mail":"R-A-13426421-4"}},"search-grid-head":{"regular":{"default":"R-I-2120168-7"}},"search-list-right":{"regular":{"default":"R-I-8843654-1"}},"before-player-old":{"regular":{"default":"R-I-2120168-1"}},"before-player":{"regular":{"default":"R-I-2120168-1"}},"search-grid-inplace":{"adult":{"default":"R-I-474674-126","mail":"R-A-13426421-16"},"regular":{"default":"R-I-48058-742","mail":"R-A-13411721-16"}}},"isSkinInitedOnClient":false},"counters":{"params":{"useBeacon":false,"clickHost":"gs.yandex.com.tr/clck","pid":197},"dict":{"viewer":"2921","user":"538","info":"1275","sources":"1500","select":"775","close":"486","open":"842","source":"186","link":"513","click":"882","tech":"690","player":"1242","change":"719","summary":"3410","init":"1309","item":"22","button":"440","shown":"3780","copy":"1276","text":"232","load":"1724","fallback":"2010","channel":"1345","hide":"1656","serp":"471","pager":"405","down":"601","up":"600","footer":"295","more":"75","page":"143","loaded":"1007","grid":"3223","support":"2458","client":"2989","layout":"54","list":"436","duration":"2136","within":"3247","on":"10","off":"11","host":"3052","supported":"3761","enable":"2396","disable":"2395","full":"318","video":"231","translation":"347","distrib":"316","onboarding":"2045","filters":"618","lang":"1144","advanced":"255","apply":"2461","reset":"3236","short":"142","toggle":"237","snippet":"254","icon":"1167","abuse":"1436","submit":"297","wizard":"358","incut":"1073","extralinks":"3557","show":"487","feedback":"296","out":"3218","popup":"1544","scroll":"768","retry":"3545","region":"287","help":"177","settings":"1137","recommendations":"2671","home":"1319","soo":"65","youtube":"624","google":"66","bing":"568"}},"clips":{"items":{"5448053137598672945":{"videoId":"5448053137598672945","docid":"34-10-5-ZB9F6BDFF6B3D435D","description":"Présentation du cours GIF-4101 / GIF-7005, Introduction à l'apprentissage automatique. Semaine 1 - Introduction à l'apprentissage, capsule 1.1 - Apprentissage automatique. Professeur : Chr...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4321834/c483263eb08b3ba9576d8255978b5047/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/_2UYUAEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"0","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DS9Ibqp9LnSw","linkTemplate":"/video/preview/5448053137598672945?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"1.1 Apprentissage automatique","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=S9Ibqp9LnSw\",\"src\":\"serp\",\"rvb\":\"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-_AQADgoE__0FAAAPDPoCCP8AAPYA9fQDAv8A_wIF-f8BAADxFP7_BAAAAPv9_gf-_gAAAggBDwMAAAAG-v7_-gAAAP0QAQ7-AQAA_fcB-fcCAAEKEwH0_wAAAPYE_wD__wAA9vz8CAAAAAD77P7_AAAAACAALc5t3js4E0AJSE5QAiqEAhAAGvABf_UYAbYc-_4c8OIBAQjLAKMSCwA49eP_quMPAq_26gD5IhkA1Ov3AAYZEADmDgwAE_Xo_-_l_AAk3QsAGfYi_wALDAAf3wkANhID_wbp7__YPR3_CAsY_wYG__7_FhD-IhYI_vLv2_4WCgz_CNs1Ag74DwQY4Q_-5B_zAOsSDQLo9979JfYF_xUO__rM-AYE7v30BQ8q8v_0Bv0DDubt_-XPFgIb_PwIE_72AvoXAwX7CPH-2g35-RIGEAUMGfX6Jg0B_QXV__nxAg36PfP-_Pr7CfkN3wYDDP7-_RTk-_vjCwH06S4DDe8A-RAO3P7_IAAtD2wvOzgTQAlIYVACKs8HEAAawAesOAm_uhXdPL9FBry_jX49Hq4QPTQwzbx8oZs8It0UPYDEZTyKwhM9tE1bPbYOEDy3DZO-G1QTPBu0HL2dRoI-fxZLvL4SyLx6Fy--CDwwPSmf1LxnJ6O-zhm0uqUmHrr874I98W_GPIWg2TzpC-E9rR6LvCPUMTwBnMW7ff7Bu6CSbr2YrWu9F-VDvbxJAr3mlOA95ty3vLbQnzwgB7o9gpE3vYiynLxCwVY914QZvdVR4buaOlS9TFOlu7gA-rpTeQs-u0c2PMocJrzK1Zk9adQyvMKNb7yk2Da9oHbPOwOKAr09KAi947sePWfLILzSo449maQNvVDfsjxeo8C8DWKRPY7Tqzyo_As-pYOVPSSOhrwUmwq9XTVPPfglUTxhScM8HRc8O7ASHjzfiK49BIkSPE4YILzo7oS8xyVzPemuLTok0Q28mWgrPViQZjxi3Gg94bKaPcrcPjtTnUS8hnggO1GAjTzDCpy9STXHPCQpirs7dMU9BwEeva4UG7zxKZU9wcUKPUXQPbz6ARk9s1Y5veX5Y7vKMkk9vHbpvAnxkrzOeJE9G2savfXvQDuoMjE9_3fEPO5ExbubV3W90IYyPIHlMrljdcA9fVEMvVpnIjoPSCK99thxPF0YIrpwwYg8B5WdvPBwGrz1dpU8Hf8JPMyiybr-YWu958TevE3WqLvaVQg-fN4wOlSdArvxVky8TBLwvDZjqDu7XEk9HJXbPNZU9To1g_C78biHO6ERDTzyIpc6Pu0QPVhRZrt0EiU5Lug4vf-qgbnVCP08vb31PCKsjrmb10I9XaAxOsKxYLp1-YA962f7vFE5jbgPCsq8Eg03vQx7nzjl9kO7_AMAvazrCrmeP5I9oQPcPDtusbmuwAu9pmkrvOY2wzlucei8wfuvPVPuvLjCkgI8WVEDvXIx97ZCBtG7tlDNvItFJrndz-m8d-R-vL82tbhtC4W82MOwOtHeQTgytds8eBIsvTheBDl9gMk7a2ZtPZp44TitDiU8UcAWPQ3JVbfJ3dO5qGagPJZkKDjD0-s8Zyb4vSIkJLg1gII9V7CNPOXzq7as5nm9bVeovHlp9rcUD168M54SvRyWN7egzms9zSa4u66rvTdCoVQ8qeUdvZ6NqjiZSt89gHPQPFS4vrjf7MW8Al-2PA_15rgq_SW742bdvKAZyTZar-c5_M2vvRiJKLcdlww9SQ9DvlQxTbmgFw49FyW9PSh_ADmu75O9OuPAPR4C6bjhLYu9m3_LOuYACjhHiLw7NYkGuvfDPDggADgTQAlIbVABKnMQABpgGf0AETUf5wv0N9jYKjJKwf0NvwPFGf_f9_8oDby99SD-reH2_xX1E82lAAAA-fH9JB8A_Xn42d803-Xnt7PsEgx_0UI76OUDDZPCKuPTCUD5BupFANP3nRMnGu1FFt8uIAAtzgsXOzgTQAlIb1ACKo8CEAAagAIAAJi9AABwvQAAdD4AAOA8AAC4vQAAzj4AAFC9AAC2vgAAoLwAACw-AAAwPQAAir4AANg9AABQPQAADL4AAKg9AACOPgAAqL0AANg9AABcPgAAfz8AABA9AACAOwAA4DwAAMi9AABcvgAA2D0AAHA9AABEvgAAgj4AAKg9AABEPgAA6L0AAOg9AAAQPQAAhr4AAHA9AAAEvgAADL4AABy-AACmvgAAfL4AAGQ-AAA0vgAA4LwAAAS-AAAQvQAA2L0AALK-AAD4vQAAXD4AAIA7AAAQPQAA4LwAACS-AAC4vQAAKT8AADC9AABEPgAARD4AAHA9AABAvAAAUD0AAIi9IAA4E0AJSHxQASqPAhABGoACAADYvQAAiD0AADy-AAAXvwAAJL4AAMg9AAC6PgAA6L0AAEA8AADgPAAA2L0AADy-AAAQvQAAPL4AAFA9AACgvAAA4LwAABk_AAAcvgAAtj4AAAS-AABEvgAA-L0AABC9AABQvQAAgLsAAKA8AADgPAAAyD0AACy-AACIPQAAiD0AADC9AAAQvQAAgLsAAKA8AAAMPgAAoj4AAAS-AACovQAAuj4AAKg9AAAcPgAAuL0AAMi9AABAPAAAf78AAKi9AABwPQAAmD0AAHw-AAC4vQAADD4AADC9AAAMPgAAiD0AAOC8AAAUPgAARL4AALg9AACYPQAAQDwAAAy-AACYPSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=S9Ibqp9LnSw","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["5448053137598672945"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"3102841433921778878":{"videoId":"3102841433921778878","docid":"34-0-14-Z35ADF8CA0ACC256E","description":"Formation «Introduction à l'apprentissage automatique et à scikit-learn» présentée dans le cadre du Bootcamp 2023 de l'IID. Formateur : William Leclerc Étudiant à la maîtrise en informatiqu...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4767697/0ced196c348ae8c3810191558b066e4a/564x318_1"},"target":"_self","position":"1","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DgQR47T0BXNs","linkTemplate":"/video/preview/3102841433921778878?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Bootcamp IID 2023 - Introduction à l'apprentissage automatique et à scikit-learn","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=gQR47T0BXNs\",\"src\":\"serp\",\"rvb\":\"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-goG_gMA-AcFCAAG_QL9CPf9-P79APL7_fwHAQAAAfkA9_oBAADvCQABAAAAAP0GAfv6_gAAChD9DAQAAAAJDPwC-gAAAAIL9wb-AQAA9voG-QIAAAAcB_n6_wAAAOsI_gABAAAAA_zwBQAAAAAL7P0KAQAAACAALWmt2js4E0AJSE5QAipzEAAaYBoHAB9L_v3p_R7ZyiYAKeDWJ7PqsTH_9uf_LwirwQQM96fsHP_-AQf-pwAAAPgLEzNIAPtzDtDDCvv04eSa5iIlf9QjF_Ya6Bmb6UTKESIW8OMASwDv8wEhGszsUgQLEyAALeieHDs4E0AJSG9QAiqvBhAMGqAGAACgwAAAAEEAAAAAAAAswgAAJEIAAODBAABAQQAACMIAAEzCAAAgwQAAOEIAAJjCAACmwgAAuMEAAHBCAAAQwgAAoMEAACzCAAAgQQAAgMEAAEjCAAAowgAAAEEAANBBAAA0QgAARMIAAFjCAAB0wgAA0EEAADRCAACAwgAAmEIAAHzCAADAwQAAwMAAABjCAACAvwAAqEIAAATCAAAQQgAAJEIAAHBBAACEQgAAwMAAAOhBAACowgAAuMEAAFDCAACeQgAAwMAAALjBAACgwAAAyMEAAGDBAABAQgAA-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-AACYPQAAVL4AAMg9AABsPgAAQLwAAOg9AACWPgAAfz8AAFC9AACgvAAAoDwAABy-AADovQAAgDsAAMi9AACIvQAAcD0AAIg9AABwPQAA-L0AAHC9AABAPAAA6L0AAOA8AAD4vQAADL4AAES-AAAcvgAAcL0AALi9AACYvQAAgLsAAKi9AAA0PgAAuL0AAEy-AAD4vQAAuD0AAKC8AADoPQAAmD0AAFy-AADgvAAABT8AAFC9AAAwPQAAZD4AAJi9AADIPQAAgLsAAOA8IAA4E0AJSHxQASqPAhABGoACAAB0vgAAcD0AABC9AAAnvwAAEL0AANg9AABsPgAAgLsAACS-AAAsPgAAML0AAAy-AABEvgAAUL0AAIC7AABAPAAAqL0AACc_AACIvQAArj4AAEC8AAD4vQAAmL0AAGy-AABAvAAAML0AABS-AACgPAAAoDwAAOA8AACYPQAAyD0AANi9AAD4vQAAZD4AAPi9AACGPgAAZD4AAGS-AADovQAAhj4AAKA8AADgvAAAqL0AAAS-AACgPAAAf78AAHC9AAAEPgAAMD0AAJY-AACYvQAAUD0AALg9AABsPgAAcD0AAOC8AABwvQAA4LwAAMg9AACoPQAAML0AABC9AAAQPSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=gQR47T0BXNs","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3102841433921778878"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"5561728683283159588":{"videoId":"5561728683283159588","docid":"34-9-10-ZFE8A05E287C6557E","description":"What is Machine Learning?Why Machine Learning?How Do Machines Learn?","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4576482/a43015610e2ae4635a70f34c418d61c7/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/BJlZJQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"2","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DF8y0O79eMx8","linkTemplate":"/video/preview/5561728683283159588?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"L'Apprentissage automatique \"machine learning\"","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=F8y0O79eMx8\",\"src\":\"serp\",\"rvb\":\"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_QL7BQD6Bwz9_AT_Af8R-Ab3_v4A8_v9_AcBAAD-_vr3AQAAAO4IBvkFAAAA9v7-_vz_AAAKEP0LBAAAAPsIA_79AAAA_RABDv4BAAD99wH59wIAAQoTAfT_AAAA9gT_AP__AAD5Cfr_AAAAAAjz-QIAAAAAIAAtWULiOzgTQAlITlACKoQCEAAa8AF_DQQCvAcg_Rr3_wH--90Atwj_AFH75P_H9AkApO3d__EvBf_Q-DQAHQrzANX6DwDs8NH_IQz3ABcIEABMBQEABx0ZABf8-QATG-kA5-jw_9YX9P8IChf__vsA_wgTAf4zACD9Exbq_hj95wAMDhMGCBX7_iLoDAHyGxX7_AkABPQD-gIOEBD_8wzt-QL9DAn7DMsH_Abx__gj9QMH3Qj94O4IAe_v5wEsB_X89wPp-Qb5EgQ_I__68OoI-gwY9vri_wn1B-n_ANcPDgQT6Bj7-vUa9fcdBgTU_Pb3FdsO9QMPAv_lAgsCAAoS9wUEAfsgAC11kzc7OBNACUhhUAIqcxAAGmD-AQAeMiTJ_AZW6-ALGRTUFDLFFr1C_-kM_x4j18kKE9e79xoA7-46E6MAAAAE7fYdRwD0fxPD7RfM9_OdpAYr7XvDMv_u_QUdo_r9tuL8E0kJGVIA7fe0BDsN7DT98jogAC2aNhg7OBNACUhvUAIqrwYQDBqgBgAAIEEAAAAAAACkQgAAAEEAAABAAABcQgAABEIAACjCAACSwgAA6MEAABxCAACAPwAAwEAAANhBAAAgQQAAoEEAAARCAAAkwgAAgEEAAOBBAAAcQgAAgD8AAAAAAABoQgAArkIAAEDAAACawgAAiMEAACRCAABgQgAAqMEAAPBBAAAAQQAAdMIAAGTCAABAwAAAEEIAAFBCAACAQQAAEMEAAADAAACAQQAAEEIAAIA_AAAEQgAA2MEAAABAAAD4wQAAsEEAAHDBAAC4wgAAcEEAAABAAACAwAAAAEIAAIDAAADcwgAAEEEAAAjCAAAEQgAAZEIAAABCAADYQQAAoMEAAABCAADAQAAAeMIAAEjCAAA8QgAAMMIAAMBAAAAkQgAAMMIAAFTCAAAYwgAAzsIAAIzCAAAAQAAAyEEAADxCAADAwgAAKEIAAATCAACgQAAAYMEAAADBAABAQAAAqEEAAAhCAAAwQQAAmEEAAIpCAAD4QQAArsIAAPBBAAB4wgAAwMAAAGBBAACgQQAADMIAAETCAADgQQAAmEEAABTCAABcwgAAXEIAAJhBAACAvwAAoMAAADRCAABUQgAADEIAAAAAAACgQAAA4EEAAJhBAACwQQAAwMEAABTCAABEwgAA-EEAAGTCAACgwAAA-EEAAEBBAABAwQAA0MEAAJBBAACEwgAAiEEAABhCAAAYQgAAGMIAAHRCAACwwQAAAMAAAABAAAAUwgAAhsIAAEDCAACIQQAAiMEAAIjCAABAQAAAeEIAAFTCAACYwQAAeMIAABBBAAAUwgAABMIAAABBAAAAQAAAJEIAABBBAABsQgAAMMIAABjCAADwwQAAjkIAAPDBAAC4QQAAcMIAAEBAAAAgQQAAjEIAAAAAAABoQgAAmEEAAIBAAABQQQAASEIAAMjBAAA0wgAAwEAAAODBAABwQQAAsMEAAIhBAACeQgAAjsIAACTCAABEwgAALEIAABBBAADYwQAAcMEAAJhCAAAEQgAAiEEAAIjCAAC4wQAAhkIAAIDAAAAYQgAAVEIAABzCAAAYwgAAuMIAAGTCIAA4E0AJSHVQASqPAhAAGoACAAB0vgAAyL0AAGQ-AABkPgAA-L0AAFQ-AAC4PQAAxr4AAK6-AADYPQAAgLsAAIq-AADgPAAAmD0AAHS-AACAuwAAwj4AAKi9AABUPgAAgj4AAH8_AAAwvQAA-L0AAHA9AAAUvgAAiL0AACw-AAAUvgAA6L0AAJg9AAC4PQAAFD4AAFS-AAAcPgAAyD0AAGy-AAA0PgAAhr4AAHC9AADYvQAAqr4AAKC8AABAPAAAcL0AAFC9AABQvQAAuD0AALi9AAAMvgAAoDwAAAw-AAC4vQAA4DwAAIi9AADgPAAAqL0AAC0_AAAwvQAAbD4AAOg9AACOvgAA2D0AAKC8AABwPSAAOBNACUh8UAEqjwIQARqAAgAAVL4AAIA7AAAwvQAAHb8AAKC8AAAEPgAAVD4AAKi9AACYvQAAcL0AAHS-AACWvgAA2L0AAIa-AABEPgAAoLwAACw-AAAfPwAAmL0AAJI-AAAQvQAAoLwAAFC9AADIPQAAUL0AAMi9AACYvQAAUL0AALg9AADovQAAMD0AABQ-AACgvAAAuL0AAOg9AACIPQAAhj4AADA9AACCvgAAgDsAAKC8AAAMPgAAMD0AAOA8AABwvQAA6D0AAH-_AABwvQAAoLwAAFA9AABEPgAAVL4AAHA9AADIPQAAmD0AAIg9AACoPQAADD4AAKi9AAA8PgAAiD0AABA9AADgPAAAiD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=F8y0O79eMx8","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["5561728683283159588"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"13443633274190299114":{"videoId":"13443633274190299114","docid":"34-7-4-ZB15B69B31B3DF2B1","description":"Présentation du cours GIF-4101 / GIF-7005, Introduction à l'apprentissage automatique. Semaine 1 - Introduction à l'apprentissage, capsule 1.2 - Apprentissage supervisé. Professeur : Chris...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3922429/f8235d07c0c1adb575453e7531432b99/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/qMqWUAEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"3","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Di-Bmv-V6REc","linkTemplate":"/video/preview/13443633274190299114?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"1.2 Apprentissage supervisé","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=i-Bmv-V6REc\",\"src\":\"serp\",\"rvb\":\"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_fj_AgAM_f_8AwQBAf8S-Ab3_v4A7gnxAAQAAAD3BPb1-AAAAPoQBP4GAAAAAQwBAf7-AQACBQgHBAAAAAn3BPn-AAAA7goHDP8BAAAB__8D7QQAARIKCAH_AAAA7gQN9QAAAAD0AAH_CQMBAATnAPMAAAAAIAAtT4nYOzgTQAlITlACKoQCEAAa8AF_LBP_x9C-AMwGugDIFK8ArAYl_x0M3gCV-SIBh_HfAOoKBgDa_c0A2f7-ALwa8AH-1tIAvADLAkHpAP8m8TP_9wD4ARfK6gJa7wYA2vbf_9gqOP3eERMADAPXAhL_2wAd_xj-HiPe_Rzm1wDs7FcD-iAw_x2z9ACaA_gCwPYh__T2t_3fECj85zEJA-XrHwUY_uYLDzQJ99BV7AAV9AP55dETARUJ8wgtEfUG0Qj6AwHb4gjzGO8JBQk3_g4U5f4s4BPzApgG9Qn4DgdK0QD29urvDQ3c_P3l1_H0884B-xXo7_-tOPcGC-P4Exfc_-UgAC2rMew6OBNACUhhUAIqcxAAGmAFBgAjFyDk9BQu5_IhDj-67R3o_9gK_-voACQXwLUBEgm9-9gA9e8U4rUAAAD9-NwxFwAHZAXv9gnuD9nWve8p7H_hFUO23_cGuwAt4eglOBwMI0IAzt_DGyAB6CYGxCsgAC0yBy87OBNACUhvUAIqjwIQABqAAgAAQLwAAHC9AABUPgAAoDwAABS-AABMPgAAoLwAAOK-AAAQvQAADD4AAIg9AABEvgAAcD0AAKA8AAAMvgAAcD0AAGw-AACAuwAAcD0AAM4-AAB_PwAAUL0AAKi9AABQvQAAmL0AAMi9AACIvQAAiD0AAKC8AAA8PgAAMD0AAJg9AADYvQAA-D0AAOg9AABwvQAAHD4AADC9AAAwvQAAZL4AABS-AAB8vgAA6D0AALi9AACovQAARL4AABA9AACovQAAkr4AAEy-AAAMPgAA6D0AAHA9AAAsPgAAbL4AAEC8AAAHPwAA2L0AAEQ-AABUPgAAoDwAADC9AAD4PQAAED0gADgTQAlIfFABKo8CEAEagAIAADy-AACYvQAAJL4AAA-_AABAvAAA2D0AADw-AACYvQAAyL0AADA9AAAMvgAAJL4AAHC9AAD4vQAAED0AAEA8AAAMPgAALz8AAAS-AACuPgAAML0AAKi9AABAvAAAiL0AAIA7AACoPQAAiL0AAOA8AAAEPgAAML0AAKg9AADIPQAAoDwAAIi9AADYPQAAcD0AAFQ-AABsPgAAqL0AAPi9AADyPgAAoLwAADA9AADYvQAABL4AAIg9AAB_vwAAJL4AAKi9AADoPQAAmj4AAOi9AACIPQAAUD0AAHA9AACIPQAAoLwAAOg9AAD4vQAA-D0AAIg9AACYvQAANL4AAHA9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=i-Bmv-V6REc","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["13443633274190299114"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"15253651319513003285":{"videoId":"15253651319513003285","docid":"34-8-5-ZBD693C3EBE6E86B6","description":"PDF: https://mohamedkadhem.com/machine-lea... We present the fundamental concepts and results of machine and deep learning. In this first lecture, we define precisely the Machine Learning (ML)...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3709630/7fedbd7fbbd85bb2f2364b9b4a7968ed/564x318_1"},"target":"_self","position":"5","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D6V9vZOofiiQ","linkTemplate":"/video/preview/15253651319513003285?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Apprentissage Automatique #1 | Cadres de l'apprentissage automatique | Machine Learning","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=6V9vZOofiiQ\",\"src\":\"serp\",\"rvb\":\"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_QL7BQD5BwUIAAb9AQYG-AD3__8A9gD19QIC_wD_AgX5_wEAAPIFAQEIAAAA_f_8AQP-AAACBwEPAwAAAAUGAf_-AAAA_RABDv4BAAD99wH59wIAAQoTAfT_AAAA-_0C_f3_AAD7AfwEAAAAAAPxAAUAAQAAIAAtd1vjOzgTQAlITlACKnMQABpg3wcAIU0K8gXuLtzTMQsd3QYvnCDHOv_gA_8AE72-E_7Zx-kb__b6FummAAAAEQH1ISEA_HMYz68RDgbyocXoGQB_wCrkAiIJE60HBp3-Fx4g_wlcAPH2-QoeAOpU2hRUIAAth5sbOzgTQAlIb1ACKq8GEAwaoAYAAAhCAAAIwgAAvkIAADjCAACcQgAAgMAAAOBBAAAMwgAAGMIAAGDBAACYQQAAIEEAAFDBAABAQQAABEIAAMBAAACYQQAAgMEAAJBBAACOwgAAAMEAAJjBAABQwgAAGEIAALhBAAAgQQAAFMIAAADDAACIQgAAGEIAACxCAAB4QgAAoMEAABjCAAAQwgAAAAAAAKBAAADcQgAA4MEAAARCAADwwQAAEEEAAIBBAADwwQAAoEAAAJ7CAABgwgAAVEIAALhBAADAQAAA0sIAADRCAACgQQAAgEIAAIpCAADgwAAApsIAALhBAAAQwQAAUEEAAADBAAAQwgAAUMIAALjBAAAAwAAAFMIAAEBBAACCwgAA0EEAAABBAAAwQgAAskIAAAzCAABQQgAApMIAAGDCAADYwQAATMIAADzCAACwQQAAYMIAADhCAAC4wQAA-EEAACBCAABAQgAAAAAAAMBAAAAAQgAATMIAAIA_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_AABwwQAAfMIAAEDAAAAAwQAALEIAAIhBAAAEwgAAkMEAAABBAADYwSAAOBNACUh1UAEqjwIQABqAAgAAvr4AAIi9AAAUPgAABD4AAPi9AADGPgAAFD4AAAO_AABcvgAA-L0AAIi9AACOvgAA6D0AAJg9AABsvgAAgDsAAO4-AAAkvgAAcD0AAOo-AAB_PwAAoLwAAIg9AAD4vQAADL4AAJi9AACOPgAAmL0AACS-AABwvQAAfD4AABw-AABQvQAAuD0AAHQ-AAC4vQAAHD4AAES-AACovQAAXL4AAOK-AABwPQAAdD4AAPi9AABAPAAAyD0AAHw-AAAUvgAAor4AAHS-AAAQvQAAgr4AAIC7AADoPQAADL4AANi9AABDPwAAuL0AABw-AADgPAAAZL4AANg9AABAvAAAgLsgADgTQAlIfFABKo8CEAEagAIAAHy-AAAwvQAAQLwAACm_AABEvgAAqD0AAJo-AACovQAA2L0AAIi9AACmvgAAkr4AAJK-AAB8vgAAmD0AAHA9AAAMPgAAHT8AAFA9AAC6PgAAED0AAKC8AABsvgAAHD4AABy-AAAMvgAAUL0AAFA9AABAPAAADL4AALg9AAAUPgAAiD0AAOi9AADoPQAAHD4AAL4-AABwPQAAjr4AAHA9AAAcPgAAND4AAOC8AAAQvQAAoLwAAIg9AAB_vwAALL4AALg9AACAuwAAgj4AABS-AABAvAAAqD0AADQ-AAAMPgAAQDwAAJo-AACovQAARD4AAKg9AACYPQAAiL0AACQ-IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=6V9vZOofiiQ","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["15253651319513003285"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"3011960022369176149":{"videoId":"3011960022369176149","docid":"34-11-7-ZC0D5C3401DCD60D1","description":"Appprentissage automatique,Machine Learning,Arcel Bika,Arcel,Bika,IA avec Django,Django,IA,Deep Leaning,Marchine,Deep,Introduction,Learning,Global Tech,Futur,Tech,Armel Kabako...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2376184/cf2ef4ab3cabb04c6e77516311549285/564x318_1"},"target":"_self","position":"6","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DSvv9vlsIteI","linkTemplate":"/video/preview/3011960022369176149?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction à l'apprentissage automatique","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Svv9vlsIteI\",\"src\":\"serp\",\"rvb\":\"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-_AQA_QIFAvoF_gEPDPoCCP8AAPYA9fQDAv8A_v769wEAAADvCQABAAAAAPkEAQD__wAAChD9DAQAAAAKAAf8_AAAAP0QAQ7-AQAA_fcB-fcCAAESCAL0_wAAAPX-BAEBAAAA9gb-CgAAAAAD8vv8AAAAACAALc5t3js4E0AJSE5QAipzEAAaYAoJAA9C7urVDwTfyEohJuLjGdXbszr_xAX_FBm0tzP_GY2vAv_9_AgAmQAAAOHnARUQABN_Eu7FH-wACee6CzgldPoUFDQ_8wqW9EOV7O42AfyxJQDtyhY3KNMDZAMWIyAALdO1EDs4E0AJSG9QAiqvBhAMGqAGAAC4QQAAuEEAAABCAAAIwgAAVEIAAKBAAACQQQAAmMEAAEzCAADQwQAAEEIAAPjBAAAgwgAAsMEAAJBCAADwwQAA6MEAAEDBAABAwgAAMMIAAMBAAAAQwQAAuMEAAIBCAACIQgAAqMEAAGjCAADSwgAAikIAAHRCAADgQQAAKEIAACjCAADAQAAAIMIAAMjBAACAwAAA4kIAABjCAAAgQQAAOEIAAMhBAAC4QQAAgL8AAKRCAAB8wgAAVMIAAADCAADOQgAA-EEAAI7CAAAoQgAAiEEAAKBBAADgwAAAUMEAAADDAACgQAAAiMIAAOBAAAAwQgAAgMEAAJDBAABAQQAAAMEAAKbCAABAwAAAgMEAAOBAAAAswgAAKEIAAIhCAAAYwgAAlEIAADDCAABEwgAAgL8AAHBBAAAcQgAAkEEAAFjCAACgQAAAgMAAAIpCAAAAQAAAjkIAABDCAACAQAAAUEIAAIBAAAAwwQAAHEIAAIxCAADIwQAAQMAAABzCAABwwQAAoEAAAKhBAACYwQAATMIAAIxCAAC4QQAAfMIAAIA_AACAwQAAoEEAACRCAABAQQAAWEIAABBBAABwwQAAwEAAAITCAAAIQgAA0EEAADTCAADYwQAAoMAAAMhBAACAQQAASMIAACDCAAAsQgAAmEEAAOBAAAAAwQAAUMIAADjCAAAgQQAAIMEAAPjBAABgQQAAhEIAAGBBAABwwQAAgMAAAFDBAACUwgAAZMIAAKDBAABUQgAAgkIAAIDAAADgQQAAmEEAAIrCAABAQAAAAAAAAJjBAABAwAAAkkIAACRCAABgwQAAgEAAAFxCAACIwQAAosIAAIjBAABQQgAAwMAAAIA_AAAIwgAAAEAAALjBAAAEQgAAgEIAAHBBAAAsQgAAoEAAAFTCAAAQwQAAmEEAAGDBAADgQAAAIMEAAMBBAADAwAAAaEIAAEBAAACAvwAAcMIAAHBBAACIQQAAUEIAAFzCAAAswgAAEEIAAMDAAAAAwAAA-MEAADzCAACIwQAAuMEAAKDAAAC4QQAA0MEAAAzCAABUwgAADMIgADgTQAlIdVABKo8CEAAagAIAADA9AAC4vQAAjj4AAKA8AAAsvgAAmj4AAMi9AADivgAAHL4AAPg9AACgPAAABL4AAJg9AACIPQAAXL4AAFA9AACaPgAAQLwAAAw-AACaPgAAfz8AALg9AADYvQAA6D0AAJK-AAAMvgAAcD0AAMi9AAA0vgAAiD0AAFA9AABAvAAAqL0AAJi9AABAvAAABL4AAHC9AABkvgAA2L0AAIA7AACevgAATL4AAEC8AAC4vQAAgLsAAES-AADgvAAAyL0AAPi9AADIvQAAXD4AAFA9AADgvAAADD4AADS-AACYvQAAIT8AAEA8AACAuwAAND4AAOC8AAAEvgAA6D0AAOA8IAA4E0AJSHxQASqPAhABGoACAAB8vgAAUD0AAHC9AAAxvwAAUL0AAAQ-AACKPgAABL4AAIC7AAAsPgAABL4AAEy-AABAvAAAoLwAAPg9AABQvQAAyL0AADM_AAAUvgAAmj4AADS-AAB8vgAA4DwAAIi9AACgPAAA-L0AADC9AACAOwAAJD4AAKi9AACgPAAAuD0AANi9AABAPAAAgj4AAMi9AACmPgAAdD4AACy-AADovQAAXD4AAOg9AADgvAAAoLwAACy-AAAwvQAAf78AAKg9AAAEPgAA2D0AAHw-AABEvgAALD4AAPg9AAD4PQAAiD0AAOA8AACgPAAAML0AAKA8AAA0PgAAqD0AAFC9AACAuyAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=Svv9vlsIteI","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3011960022369176149"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"6018017310777629361":{"videoId":"6018017310777629361","docid":"34-11-3-ZD15069C983651C4C","description":"Présentation du cours GIF-4101 / GIF-7005, Introduction à l'apprentissage automatique. Semaine 12 - Prétraitement et analyse de données, capsule 8 - Apprentissage de variété.","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1595571/939ae3643c988dff4dc593f1f016b027/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/qwkxUwEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"7","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dh_fzfwgm07A","linkTemplate":"/video/preview/6018017310777629361?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"12.8 Apprentissage de variété","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=h_fzfwgm07A\",\"src\":\"serp\",\"rvb\":\"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_wIAFP4FCAkL_QP1E_T8-P39APEB9wIHAf8A8QoC-_kAAADtCvcHBgAAAP4FBgj-_gEAABIICAUAAAAP_Qny_QAAAPsJCgv-AQAA9gQCCfcCAAEdAgj7_wAAAPn9CgUBAAAABQrvCQAAAAD77P7_AAAAACAALU-J2Ds4E0AJSE5QAiqEAhAAGvABfw0n_8wzxgHNBrsAFym_A7vZKwAyGt0AqO0OAcTT5gDpT-QA2cLo_wftIwC0Bc_-6hEQ_8vezQAR_xf_8PgiASQdxAA1qfIBPQMKAPXQ__7FWSr_B-wLAvrw4QH58NT9KcoQ_x0i3_0lzcoBDMpNA0kVIAT87e0CzQIMCPoOAQbI5tz_COEN-O_fIgDP7u4KERbR_v0o-QjWQAcECtL39xTm6_0VNgQLPy7i-uokAfPx5-8C4CHgDRH2JPsfKNcC0NkM9CaN_gYuAgMCHgwF-_noEATpswsB5dfx9CPcFgn-8wECsPnlB_oAChcS2gcCIAAt3JTvOjgTQAlIYVACKnMQABpgFfsAAAgR5QYKAQPcBUIZ4PHqz_25Gf_h1QAZ_Nrj-gMlu-rl_xrhGPCzAAAAE9fZNAsADmTzCdsU6An00bgT9PZ_4xsz2NgM9b32Eezv_UDzJBNmANjavCgV-coIEts3IAAtPBM0OzgTQAlIb1ACKq8GEAwaoAYAACBCAAAAQQAAwEEAAMBBAAAYQgAA-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_AAC4PQAAoLwAAJ4-AAB0vgAAJD4AAFw-AABEvgAAiL0AAJo-AACAuwAAqD0AAFQ-AAB_PwAAmD0AADC9AACYPQAAMD0AAPi9AADgvAAADL4AANi9AAAwPQAAUD0AANg9AABQvQAA6D0AABA9AABQvQAAPD4AAFS-AAAUvgAAor4AAIi9AADgPAAAoLwAAKi9AABwvQAAir4AAHA9AABAvAAAvr4AAJa-AACIPQAADD4AANg9AACYPQAAmr4AADC9AAAZPwAAQLwAADw-AACCPgAA6L0AAIg9AABAPAAAED0gADgTQAlIfFABKo8CEAEagAIAABS-AACAOwAAPL4AACG_AACWvgAAED0AABw-AADIPQAAML0AAEC8AADgvAAAPL4AABC9AAA0vgAAED0AAMg9AAAwPQAAJz8AAOA8AACWPgAA2L0AALi9AADovQAADL4AAMi9AAAMPgAAmD0AAIC7AABQvQAAFL4AADA9AADIPQAAcD0AAHC9AABAvAAA4LwAAOA8AADGPgAALL4AAES-AACmPgAA4DwAAFA9AAA8vgAAUL0AAIC7AAB_vwAATL4AAOA8AADYvQAAsj4AAPi9AABAPAAAgLsAAEQ-AACIPQAAQLwAAIY-AADovQAA6D0AACw-AAB8vgAApr4AAHA9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=h_fzfwgm07A","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["6018017310777629361"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"7738918803771623769":{"videoId":"7738918803771623769","docid":"34-11-3-ZC0E4222B37FDB6EF","description":"PDF: https://mohamedkadhem.com/machine-lea... We aim in this lecture to: - characterize the infinite classes of hypotheses which are learnable - and give the corresponding sample-complexity; i.e...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4764701/e565e390def0b3e93366f976f369c479/564x318_1"},"target":"_self","position":"8","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DpNdj396yQwo","linkTemplate":"/video/preview/7738918803771623769?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Apprentissage Automatique #4 | Caractérisation de l'apprentissage | No free lunch machine learning","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=pNdj396yQwo\",\"src\":\"serp\",\"rvb\":\"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-v0C-wUA9QEDBQcE_QEBCP4I-P7-AO748fwFAAAAAAf99AQBAAD3BAn9_wAAAPb-_v78_wAAChD9CwQAAAAIAAME_AAAAP4G_gr_AQAA-fQK8QEAAAAPDf39_wAAAPX__wb7_wAA9wcBAAAAAAAD-f4DAAAAACAALVlC4js4E0AJSE5QAipzEAAaYAD9ACZM9-Pu9Rjm6QnwGeX7MbEe6DL_5Ob_7xHMvRns2M7z6f8Q8g3ZrwAAAPTk9gwiAA5pF-q8-xUd6cu_2gTzf-su4hr6Jf-t_QC8DhgJHgwZXgDi4fQkEOspT8cWPiAALdkOLDs4E0AJSG9QAiqvBhAMGqAGAAAwQgAA4MEAAO5CAAAUwgAAnkIAABDBAAAsQgAAwMAAAGDCAABAwQAAMEEAALBBAACgwAAAEMEAACBBAACAPwAAsEEAAODBAAC4QQAAOMIAAKBAAACAvwAAbMIAAMBBAABAQQAAUEEAAEzCAADuwgAAwEIAAAhCAADoQQAAaEIAAAzCAABAwgAARMIAAMBAAABAQAAA6EIAALDBAABgQQAAbMIAAIA_AAAAwQAA-MEAAABBAABkwgAAYMIAAChCAAAAQQAAgMAAAPrCAAA4QgAAMEEAAIRCAAB4QgAAgL8AAKDCAAAAQQAA6EEAAJBBAACgQAAAwMEAAHTCAAAAAAAAMEEAABTCAACgQQAAlMIAAIC_AADAQQAA6EEAAKRCAAAUwgAALEIAALLCAACcwgAAQMIAAFDCAAA8wgAAAAAAAFDCAACQQgAAOMIAAGBBAACgQQAAJEIAAADBAACAvwAAJEIAAATCAACAPwAAgEEAAABBAAC4QQAAAEEAAKLCAAAYQgAAEEEAAHhCAADYwQAAKMIAACRCAABMQgAAAMIAAMjBAABkwgAAgD8AAHBCAABQwQAAQEIAAKjBAABAQQAAgEAAAKDBAAAQQQAA8EEAAEDBAADAQQAAWMIAACjCAACCQgAA4MAAABjCAAAQwQAALEIAACDCAAAIQgAAqMEAAOBBAABAwAAAwMEAABTCAABgwQAAoMEAAAAAAABwQQAAgMAAAGzCAAAwwQAAKMIAANBBAADgQQAABEIAAADBAABwQQAAUEEAAGzCAADQQQAAEEEAAMDBAACgwAAAfEIAALBBAAAQwQAAoEAAAADAAAAYwgAA4MAAAADAAAAkQgAAqEEAAHxCAAAAwQAAYEEAAHzCAADgQAAACEIAALpCAABQQQAAYEEAAMjBAABwQQAAaEIAALhBAAAMwgAAAMAAAOhBAADgwAAAKEIAADBBAACgwQAAwMEAAJjBAAAowgAAsEEAAJDCAAA8wgAA2MEAAOBAAABAQQAAAMAAAK7CAAAQQQAAEMEAAOBBAABQQQAANMIAAODBAAAQQQAAqMEgADgTQAlIdVABKo8CEAAagAIAAHC9AAD4vQAAXD4AADA9AACgPAAAfD4AAKA8AADqvgAAML0AADC9AADoPQAAQDwAAAw-AACGPgAANL4AACS-AAD6PgAAyL0AAAS-AADCPgAAfz8AAAQ-AADYPQAAVD4AAOi9AABAvAAA-D0AAFC9AADIPQAAqD0AAAw-AABQvQAADL4AABQ-AABMPgAAVL4AAPg9AADIvQAAFL4AADy-AABcvgAA4DwAALg9AAAsvgAAUL0AAIg9AACGPgAAVL4AAHS-AADOvgAAgDsAAOA8AAAkPgAAmD0AAIi9AAAUvgAART8AADC9AACIPQAAHD4AADS-AACAOwAAEL0AAEC8IAA4E0AJSHxQASqPAhABGoACAACivgAAbL4AADA9AABHvwAAEL0AAJg9AACaPgAAJL4AACS-AAAQvQAAHL4AAAy-AAAkvgAAHL4AAJg9AACYPQAA6D0AADU_AADoPQAAsj4AAMi9AAAQvQAAqL0AAIg9AAAkvgAAML0AAFC9AADgPAAABD4AAAS-AABQPQAAFD4AAKA8AACivgAADD4AACw-AABsPgAABD4AACS-AADgvAAAXD4AAIg9AACIvQAAuL0AAHC9AAAQPQAAf78AAJq-AAAEPgAA4DwAALY-AAAcvgAAED0AAIg9AADIPQAAuD0AAEA8AAA0PgAAEL0AAIg9AABMPgAAML0AABy-AAC4PSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=pNdj396yQwo","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["7738918803771623769"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"7462550852757297054":{"videoId":"7462550852757297054","docid":"34-11-0-ZFCC096404252B616","description":"Introduction à l’intelligence artificielle - 5 - Apprentissage Automatique Dans cette cinquième partie nous découvrons les principes de l'apprentissage automatique ou "machine learning"...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3579199/c72db92b37f3658094b0c21c3f90ad9f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/Pu936gEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"9","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DIIn0oCsTGic","linkTemplate":"/video/preview/7462550852757297054?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction à l’intelligence artificielle - 5 - Apprentissage Automatique","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=IIn0oCsTGic\",\"src\":\"serp\",\"rvb\":\"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-CAT8BADxBPb3_gABAP4GBQAJ_f4A7QL8BAAAAAD7_Qbv_QAAAOsG-vYDAAAAAAQJ__v-AQAKBQAIBAAAAA4D_v_9AAAAAgv4Bv4BAAD99wH59wIAARIIAvT_AAAA7QIGAgIA_wD8A_72AQAAAAD6_PkAAAAAIAAtk7jeOzgTQAlITlACKoQCEAAa8AF_-f8ByuXt__EF3QD4G-EBs_gh_wga6v_jAgcA0xPdAAQOBgDs5QEADg7kAKQO8QHM4-D-E_b0ADUN8AA-9Ab_8ScJAC3g3wAo9vsA5O37ANoUAf7l9A3_A-7hABkVzwA5CQEAIgXe_wH6-P8N_jQB5R8VAhfeIQT0BgsB_w4jAPj84wARDR4EJPgV-c8KDQIbBfwGEhAH--btCgT89-n9MOv5ABP68fwnC9wC6AoJ-v0DBgv3_QH7DdMO9wP97_z-7Qf1AOoK-QkJE_YYCA4FAhIDBvjW9vnL2gUC_tMI-AMR9Qna9gcHBCTzBggC8fogAC2cfzE7OBNACUhhUAIqzwcQABrAB_0WAb9Y0dU8VLeGu--M1j16CDk9iskbvZNcWb2V50u9Eb69OlTXmz3PkpE8r7j2O6CoTL7sq2a9qVGjO3KnrD4tJWu94Uh7vGLZLL5yAqo7w2QKvfWha76E0wc9dDXDu9uwfD2QIVE9hZwQPF72az2UNlE7VtzRukaUxj1Y8Ty9T1ktvYzHiz0q0548j6zXvGc9AjwAEhm8pgcHPOvgsD1_eIy8fBVPvPabCb3deQW8nFaGOhh9Jb5Joay8Ci9BvOerVD7wXZQ8bMkNPHbjGzy1ena6VuiNPFWnXrxoKyU9-JlEvKjKMj1_FPU8iTxuvI8_jD0QZd48-MeWPKLT073u6aq8FLBMut20GT49FtE8A2D6u2Q7xL0VdYE8pAt7vGz7aLy8C688p6xCOa9nfj3BQhw8QnkdPEIDVj3E3c88eWirOvZJSbwW65W9V9ktvPhxtLxYHA488UdRvO7JKL1oW028iw99OyJsnby5g_28d3u1vCwp97t0cnG71kmFOv3Fpz1zLZq8FF5-u99mxj05tfO9hx8YPMoyST28dum8CfGSvFRkHj1YVQA673pEvMkXGb36U3Q8DGODu1xMGrxte7G8_RErvAPBLT3svHK9l7hBuPQTczwKOhA9Eh_tO7lKgbzScCo97N8zu3FzjbsuYDg9Qa8HPNyohL2HNCq9X1aTuzEERT0vZx27euxtOtHVMb1sunk7wwawO8gjrT3eEd88CFVNu7P1Brwt34Y6oi9MuRyKzLwmQOg8AEfxOiHUuzyzZwW93cGvOB1dQD05TkC7zDbIuVbFSr3OhOy7jXSAOagFyryxHL46pYRzubMTtL3WRZC9tGcwObDkSj01az89ek0JuXuLAr0PxRO94nJdOAooebwcXg685EtTubHRo71BpYA9hKO1uMjegTxADUk9qOZROAQdzT1TgIM8om8fN-Cfgj14DRq9qkcHuUtWqjxDuSM9tPIdOdoGSbwr1GQ89-jBuBQEDz0QXQA-jcNxuBrMhb2v5iW8xh6pN47_57xERg28qdKyuN5Z-zzY8Z-9GA2XOLOKiD0gjyq8WyOFN8JLtb2NTQI8DbpPNmFM_rvUmLW9M7SCNjJyhr2Ei0u9SxsLuKbv1b0sU8A7PfgiOHEYcT2vumk8fDwwufXDr7lsG-u8suWAuOUfsLnDwK067OfPNsS49jue_Cc8Nh6KuB2XDD1JD0O-VDFNuSL_7D01KQU-835buA-G1byGfMY8KLLGtzVsSr1l35U9kdSDNxozmb1fhN88YxgxtyAAOBNACUhtUAEqcxAAGmA09QAYLwbT_P4q6dvaCxPfEBXbDcAUAMLlAAUOv9kJB__T3fgABPAO8LgAAAD7_QEt9gAPXPjt_w7q8gL6gfIq6GsFJR7bAhcMyvAt1uzzF_T37kgA5Pm6Jfv3zgoN-iIgAC0Pi0E7OBNACUhvUAIqrwYQDBqgBgAA2EEAACBCAAAsQgAALEIAAIA_AAAAQAAAqEEAAFDBAAA8wgAAAMIAAPBBAABUQgAAoEAAAFBBAADcQgAADMIAAIjBAACgwAAAKMIAAEDAAAAQQQAAcEEAAHDBAABAQAAAoMEAANhBAAA8wgAAQMIAAOBBAAD4QQAAgMEAAGBCAAAowgAAgEEAAKBBAADYwQAAgMAAAMZCAACAQQAABMIAAERCAACIwQAANEIAAIxCAACgwQAAiMIAAHDBAADAwQAAikIAAKDBAACCwgAAMEIAAAAAAAAQQQAAfEIAAATCAACKwgAAqMEAALBBAABQQQAAMEEAAHDBAADQwQAAQMIAAIhBAACgQAAAuMEAADxCAAB0QgAA6MEAAAhCAAA0QgAA-MEAAGhCAAAAwQAAMMIAAMDBAAAEQgAAMMEAAMhBAABIwgAA4EEAADBCAAAAQQAAAMIAAIhBAADwQQAAsEEAADRCAAAQQQAAqMEAAADAAAAwwQAAAEAAABhCAABowgAANMIAAPhBAAAQQQAAkMEAAGjCAAA8QgAAAMAAADDCAADAQAAA6EEAAADBAABAwQAACMIAAHhCAACgQgAAOMIAABhCAAD4wQAAiMEAABxCAAA4QgAAmMIAAOBAAADYQQAANMIAAJDBAABgwQAALMIAAChCAAAAQAAAoEEAAIC_AACAQAAAeMIAAChCAACAQAAAGMIAABxCAABMQgAAnkIAANjBAADoQQAAAAAAACjCAADAwQAAwMAAAOhBAAAAQgAAoEIAABDBAADAwQAAgEIAAIpCAADgQAAA-MEAACDCAAC4QQAAEEEAAJhCAAA0wgAAQEAAAMjBAAD4wQAAkEEAAGTCAAB8QgAAmMEAAKBAAACMwgAAAMEAAKDBAADqQgAAAMEAAFBCAAAUwgAA1EIAAKDBAABMQgAAgD8AALBBAACAQAAAwMEAACRCAACgQQAA-MEAALDCAAB4wgAAgEAAAKZCAAAowgAAsMEAAJZCAABIwgAABEIAAJzCAACwwQAAOEIAACDBAACAvwAA4MEAAFxCAAAAwAAAgMIAABzCIAA4E0AJSHVQASqPAhAAGoACAABQvQAADL4AAIY-AABAvAAAML0AAEw-AAD4vQAA7r4AAAy-AADgPAAA2D0AAHC9AAAkPgAAqD0AAFy-AAAwPQAA6D0AAIC7AAAUPgAAbD4AAH8_AAC4vQAA4DwAADC9AABUvgAAiL0AAKg9AAC4vQAAiD0AADQ-AAAcPgAAHD4AACS-AAAsvgAAiD0AABC9AAAQvQAAiL0AAOi9AACYvQAAbL4AAOi9AABwPQAALL4AACS-AABQvQAAgj4AABS-AAAkvgAA6L0AAKg9AACAuwAAqD0AAIA7AAAQvQAAML0AAAU_AACAuwAA-D0AAIg9AABwPQAANL4AAJg9AABwvSAAOBNACUh8UAEqjwIQARqAAgAA-L0AAMg9AAAwvQAAQ78AANi9AAAQvQAAdD4AADy-AAC4vQAAmj4AAFS-AABEvgAAmr4AAOi9AACAOwAA4LwAAAS-AAAVPwAABL4AAJY-AACgPAAAFL4AAIq-AAAwPQAAgLsAAFC9AAAcvgAAED0AAPi9AADIPQAAED0AAAw-AADIPQAAqL0AADA9AADgvAAA2j4AAAQ-AABcvgAAFL4AAGQ-AAA8PgAADL4AAKC8AACgvAAADL4AAH-_AABAPAAAFD4AAEA8AABUPgAAuL0AABQ-AACAOwAAQDwAANg9AABAvAAAyD0AABC9AAD4PQAAJD4AAFQ-AADIvQAAiD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=IIn0oCsTGic","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["7462550852757297054"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"13110135798110687669":{"videoId":"13110135798110687669","docid":"34-9-11-ZB352EF9FE3ABDA35","description":"Définition formelle du problème de l’apprentissage supervisé. Nous expliquons le compromis biais-variance ainsi que le théorème «no-free lunch». Nous parlons également de la complexité d’une...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/986862/64a4837b71b2a9f190b5393b1b48d98f/564x318_1"},"target":"_self","position":"10","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DTs0vec0wg30","linkTemplate":"/video/preview/13110135798110687669?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction à la théorie de l'apprentissage automatique | Bootcamp 2021","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Ts0vec0wg30\",\"src\":\"serp\",\"rvb\":\"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_E_oiggQkAYAEKyqLARABGniBBfgBA_8BAPgHBQgABv0C_gv48vf-_gDy-_38BwEAAP0DAPn2AQAA8QEA-_8AAAD8A_n7_f4AABcKAg0EAAAACQz8AvoAAAD9EQEP_gEAAPb6BvkCAAAAEggC9P8AAADsAgYCAgD_APr99AMAAAAAAPD6DQAAAAAgAC2QK9c7OBNACUhOUAIqcxAAGmAdCAANQwDr2wEP6Mc2Fwvg5BfN-rgm__nw_wnfu9MSDvfH2_r_-vX-4LMAAAAABDAgOwDvZhD-rPkM-RDjvwQpEH_pJiMNEQMnyeIkm_8JHN7q0zUA_93VEw31Ck7gFSkgAC05vy87OBNACUhvUAIqrwYQDBqgBgAAoEEAAKBAAACOQgAALMIAABBCAADQQQAAgEEAAIDAAACewgAAUEEAADhCAAAMwgAAnMIAACDBAACkQgAAFMIAAFBBAABEwgAAoEAAAFDCAADYwQAAUMEAAIBBAAAsQgAAAMAAADTCAAB0wgAAhMIAACBCAABIQgAAyMEAAKZCAAAwwgAAAMEAABTCAAAQwQAAoMAAANxCAACAwAAAHEIAAIjBAAAwQQAAUEIAAEBBAAAgwQAA-MEAACDBAADAwAAAQEAAAKjBAACQwgAAgD8AADBBAAAwwQAAFEIAAIA_AAC8wgAAmEEAAIBAAABAwAAAwEAAAEBCAABwwQAAMMIAAIxCAAAkwgAAUEIAAEBBAAAcwgAA4MEAAGBCAADOQgAAgEAAAGxCAADgwAAACMIAAEDAAACgwQAA-EEAAIDBAADAwQAAoMAAAIC_AAC4QQAAJMIAABzCAACgQgAAwEAAAPhBAABAQAAABMIAACRCAADowQAATMIAAIhBAACAwgAAiMEAAABCAACwwQAANMIAAITCAACwQQAAFEIAAJrCAAA8wgAABEIAAMDAAAC0QgAA-MEAAFBBAAAMQgAA2MEAAIDBAAC4wQAAYEIAAMBBAAAswgAAoMEAAPBBAABQQQAA4EAAAGDBAABowgAAQMIAAMBBAAAoQgAAAMEAAIA_AADQwQAAMMIAAJBBAACIQQAAkMEAAFBCAAD4QQAABEIAANhBAADgQQAAgMAAAM7CAAAUQgAAiEEAAPDBAACowQAAKEIAAMBAAAAIwgAAIEIAABDBAAAQQQAAiMEAAAjCAABwwQAARMIAAADBAAD4wQAAKMIAABDCAACowQAAsEEAAOjBAAD4QQAANMIAAADAAACewgAAgL8AALDBAABIQgAAEEIAAABCAACQwgAAQEEAAPDBAACKwgAAEMEAAMBBAABAQQAAnsIAALhBAACyQgAADMIAAGTCAACgwAAAmMEAAExCAACAQAAAtMIAADBBAACAwQAAiEEAAJzCAAAkwgAAkkIAAJDBAADYwQAAHEIAAJjCAAAAQQAA0MEAAGzCIAA4E0AJSHVQASqPAhAAGoACAAC4vQAAPL4AAKY-AAAwvQAAHL4AALY-AAC4vQAA6r4AAIi9AAAQPQAA6D0AAOi9AAAEPgAAiD0AAGy-AABQPQAApj4AAOC8AAD4PQAAkj4AAH8_AACAOwAAuL0AABA9AAC4vQAAJL4AAOC8AADYvQAAQDwAAEA8AAAQPQAAuD0AAOC8AAC4vQAAHD4AAPi9AADIPQAALL4AAPi9AAAMvgAABL4AAIC7AABQvQAAuL0AAEA8AADgvAAAqD0AAHA9AABcvgAANL4AAOA8AACgPAAAyD0AACQ-AACCvgAAgDsAABk_AACgPAAADD4AAJg9AADovQAAoDwAAKC8AACAuyAAOBNACUh8UAEqjwIQARqAAgAAkr4AALg9AAAMPgAAJ78AAAQ-AAAQPQAAMD0AAHC9AAAsvgAAbD4AADy-AAAsvgAAbL4AAPi9AABAvAAAQDwAAKg9AAApPwAAqD0AAFQ-AABwvQAADD4AAKC8AAAQvQAAEL0AAIC7AACAOwAAUD0AABC9AACIPQAAMD0AAPg9AACgPAAAqL0AADC9AACgvAAAfD4AAMg9AABEvgAAoLwAABQ-AABwPQAAFL4AAOA8AACIvQAABL4AAH-_AACAOwAAVD4AAKI-AACePgAAJL4AABC9AACIPQAAhj4AAOA8AAAwPQAAcD0AACy-AACIPQAAMD0AAEC8AAAQvQAAoDwgADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=Ts0vec0wg30","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["13110135798110687669"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"17457939002291591673":{"videoId":"17457939002291591673","docid":"34-4-9-Z8E0FBCD7567AC2F1","description":"Formation «Introduction à l'apprentissage par renforcement» offerte dans le cadre du Bootcamp 2023 de l'IID. Formateur : Mathieu Godbout Étudiant au doctorat en informatique à l'Univer...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3660006/63070ab58613ce1e45011897fada2515/564x318_1"},"target":"_self","position":"12","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DgZwmHSDq6xk","linkTemplate":"/video/preview/17457939002291591673?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Bootcamp IID 2023 - Introduction à l'apprentissage par renforcement","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=gZwmHSDq6xk\",\"src\":\"serp\",\"rvb\":\"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-gIJ_wAA5PH1__v9AQD2BPb0-AAAAPkC-v4GAAAABwYB8Pz9AQACCAEQAwAAAAn3BPn-AAAA-xsB_v4BAAD3_QoB9AIAAQz_DfL_AAAA9P4EAQEAAAD_BfYDAAAAAAv1BQ0AAAAAIAAtHrbSOzgTQAlITlACKnMQABpgBw8AGSoN7tAF9dfZEBcK5tIcyOnSAP_37QAzAb3OEA4IuAL2_ybY_Qa7AAAA9hLpHUcA81oh7sAVBxHzGsUDKwZ_9x0V-fjo5rjsOdIYFCH64tsEAOHy9x0DwP0_5AIYIAAtXdQ-OzgTQAlIb1ACKq8GEAwaoAYAAADAAADAQAAAgD8AACDCAAAMQgAA8MEAAGBBAACowQAAXMIAAAAAAABsQgAAksIAAJ7CAACgwQAAUEIAAMjBAACgwAAAAMIAAIC_AACAvwAA4MEAAODBAADQQQAAQEEAADRCAAB4wgAASMIAAGTCAAAQQgAAaEIAAHDCAACsQgAAeMIAANjBAAAgwQAAKMIAAABBAACsQgAAKMIAAGBBAACQQQAAAAAAAGhCAACYwQAAyEEAAIbCAAAAwQAATMIAAGRCAAAAAAAAiMEAAIBAAABwwQAAUMEAAARCAACIwQAA1sIAABBBAACwwQAAgEEAAFxCAACIQQAA4EEAAIDCAAAAQQAAsMEAADRCAABgwQAAAMAAAKDAAACEQgAApEIAAEDBAAAwQgAAgD8AAEzCAAAEwgAAsEEAAKBBAAAAQAAAgMIAAIC_AAAkQgAAsEEAABTCAACQwQAAkkIAAABCAAA4QgAACMIAAAjCAAAYQgAAgEEAAGTCAACYQQAAHMIAAIC_AACoQgAAAEAAAJLCAACMwgAAsEEAAODBAACawgAAQMIAABhCAACgQAAA2EEAAADBAAC4QQAAskIAAGDBAAD4wQAAwEAAABBCAABwwQAA0MEAAIDBAABAwQAAYEEAAMDBAAAAQAAAEMIAANjBAAAcQgAASEIAAEDAAACoQQAAQMIAABjCAACYwQAAQEIAAEjCAADoQQAASEIAAAxCAACgwAAANEIAAIjBAAA0wgAAAMEAAFDBAAAIwgAAgMEAAHxCAADwQQAA0MEAANhBAACAvwAA4EEAAADAAACAwAAAcMEAAHjCAADAQAAAsMEAALBBAABMwgAAGMIAAFRCAADgwQAAqEEAAFzCAAAEwgAARMIAAHzCAAAgQQAAxEIAADxCAAAEQgAAPMIAAFBBAAAQwgAALMIAAIDAAABgQQAADMIAABjCAAAEwgAAeEIAAAAAAADgwAAAoMEAAEDBAABEQgAABEIAAJLCAAC8QgAAaMIAAADAAAC2wgAAQMIAANBBAAAQwgAAkMEAALhBAAAAQQAAXEIAAMjCAADowSAAOBNACUh1UAEqjwIQABqAAgAAEL0AAAS-AACaPgAAJL4AAAy-AAB8PgAABL4AABO_AABQvQAAUL0AAHA9AAAUvgAAuD0AAJg9AABUvgAAUD0AADQ-AABAvAAAFD4AAHQ-AAB_PwAAuL0AAFC9AAAwPQAAFL4AAPi9AADgvAAABL4AAHC9AAAwPQAAmD0AAAQ-AAAEvgAABL4AAIA7AACAOwAAqD0AAPi9AAAUvgAAJL4AABy-AACgvAAAuL0AAIC7AAAQPQAA6L0AABQ-AABwvQAAXL4AABS-AABwPQAAUL0AADw-AAAwPQAAor4AAEA8AAAFPwAAgDsAAKA8AAAsPgAAoDwAALg9AACgPAAAMD0gADgTQAlIfFABKo8CEAEagAIAAJK-AADoPQAAUD0AACm_AAC4PQAA4DwAAPg9AAAkvgAA4DwAAJ4-AADgPAAAcL0AAKg9AAAwPQAAgLsAAKA8AABwvQAAOz8AABA9AABUPgAAgLsAAHC9AABMPgAABL4AAKC8AABEPgAAUL0AAFQ-AABAPAAAED0AAJg9AAAkPgAANL4AAHC9AABwPQAAyL0AAL4-AACOPgAA-L0AAJq-AADKPgAAMD0AABS-AAAQvQAAiD0AAPi9AAB_vwAAgDsAAEQ-AACOPgAAgj4AAMi9AACovQAAhj4AACQ-AAAkPgAAUL0AAPi9AADIvQAAQLwAAEw-AAAUvgAA2L0AAMi9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=gZwmHSDq6xk","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["17457939002291591673"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"16621843202534354521":{"videoId":"16621843202534354521","docid":"34-6-13-ZECBE92A924335CA3","description":"Présentation des concepts et techniques de base en apprentissage automatique ainsi que des modèles de prédiction communs et leur implémentation en Python avec Scikit-learn. *","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/212203/ff794897443efd384f60b76fa4aee0a6/564x318_1"},"target":"_self","position":"13","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DqNGzPaobKsQ","linkTemplate":"/video/preview/16621843202534354521?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Introduction à l'apprentissage automatique et scikit-learn | Bootcamp 2021","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=qNGzPaobKsQ\",\"src\":\"serp\",\"rvb\":\"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_E_RJggQkAYAEKyqLARABGniB-_oBBP4CAPkHCwb4Bv0C_Qj3_fj-_QDy-_38BwEAAAH5APf6AQAA8QEA-_8AAAD-_v7_-P4AABETBQQEAAAACQz8AvoAAAD-Bv4K_wEAAPb6BvkCAAAAHAf5-v8AAAD1BwgD__8AAAP88AUAAAAADPUABQAAAAAgAC3CpNo7OBNACUhOUAIqcxAAGmATBwAOPPrz4_0c69os_xvd2SzDArE8__L6ABP1v9D3HPK98iP_9fYF87IAAAD-EhsyPwDuZAnRxfj39PPYp_kRH3_xIC4HGvInze4yxhASH-_a8zYA_97zIRbc7Ej-IREgAC0YNjI7OBNACUhvUAIqrwYQDBqgBgAA2EEAAOBAAACqQgAAQMIAANhBAAAQQgAAiEEAAIA_AACGwgAAAEEAAFRCAADAwQAAjsIAAEDBAADAQgAAyMEAAOBBAAAgwgAAwEAAAETCAADYwQAA4MAAAEBBAAA8QgAAkMEAAPDBAABgwgAAiMIAABhCAABcQgAAMMEAALBCAAAAwgAAYMEAAODBAAAAwQAA4MAAAOpCAACAwAAAIEIAAFzCAABgQQAAaEIAAEBAAACIwQAAuMEAAKDAAABAQAAAcMEAAIjBAACYwgAAqEEAAOhBAACgwAAAQEIAAABBAACswgAAoEAAAIC_AACAwAAAQEAAABhCAABwwQAAJMIAAIJCAAAAwgAAWEIAACBBAAAEwgAAcMEAAHBCAADeQgAAQEAAAJBCAACQwQAARMIAABDBAACowQAA4EEAADDBAADgwQAAwEAAAIjBAADIQQAAPMIAAPDBAACiQgAAQEEAAMBBAACAQAAAKMIAABRCAADwwQAASMIAANBBAABMwgAAQMEAAOBBAACIwQAAPMIAAGzCAACAQQAAMEIAAHTCAAB4wgAABEIAAAAAAACuQgAA8MEAAKBBAAAEQgAAEMIAAIjBAACgwQAAeEIAAOBBAAA0wgAAyMEAAOBBAADAQAAAYEEAADDBAABQwgAAOMIAAKBBAAAIQgAAgD8AAADAAADgwQAAOMIAAGBBAACQQQAAsMEAAEhCAADoQQAAMEIAABRCAACAQQAAYMEAAOLCAAAQQgAAYEEAACDCAABAwQAA-EEAAABBAAAIwgAATEIAACDBAAAwQQAA4MEAAPDBAADIwQAAWMIAAGDBAADQwQAALMIAANjBAABQwQAAoEEAAKDBAADwQQAAEMIAAMBAAACgwgAAAEAAADDBAAAgQgAABEIAABRCAACEwgAAMEEAACDBAACIwgAAuMEAAKBBAAAwQQAAkMIAAKBBAACkQgAACMIAAGjCAAAAwAAAgMEAADBCAACIwQAArsIAAADAAAAQwQAAkEEAAIrCAAAcwgAAjEIAAFDBAAAEwgAAPEIAAI7CAABQQQAAmMEAAFTCIAA4E0AJSHVQASqPAhAAGoACAADYvQAAyL0AAIo-AADgvAAA6L0AAKo-AABwvQAABb8AABC9AAAwvQAAMD0AADy-AAAEPgAAHD4AAFS-AADYPQAAuj4AAKC8AAAUPgAArj4AAH8_AACIvQAAoLwAAKC8AAD4vQAABL4AAOA8AADIvQAA2L0AAJg9AAAEPgAAoDwAAHC9AAAUvgAAcD0AADC9AABAPAAADL4AABy-AAAMvgAAZL4AALi9AADgvAAAqL0AADA9AACYvQAAVD4AALi9AABcvgAA2L0AADA9AADIvQAAyD0AADA9AAA8vgAAgLsAACk_AACAOwAAuD0AAPg9AAD4vQAAiD0AAEC8AAAwPSAAOBNACUh8UAEqjwIQARqAAgAAfL4AAPg9AACgvAAAN78AAHC9AADgPAAABD4AALi9AAAkvgAA6D0AAPi9AABkvgAAbL4AAFy-AACYPQAAQLwAANi9AAAVPwAAQLwAAHw-AABQPQAA4LwAAKi9AAC4vQAAUL0AANi9AABcvgAAQDwAAFC9AACIvQAAmD0AAAw-AABAPAAABL4AAAQ-AACIvQAApj4AAEQ-AACKvgAAcL0AAKg9AACoPQAAuL0AAOC8AACAOwAA4LwAAH-_AACAOwAAZD4AAJg9AACqPgAAdL4AALg9AACoPQAAJD4AAFA9AACAOwAAgDsAALi9AACoPQAAiD0AAOg9AADgPAAAiD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=qNGzPaobKsQ","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["16621843202534354521"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"3870996291561059622":{"videoId":"3870996291561059622","docid":"34-3-0-Z555F27A4AA9FE324","description":"Lors de ce webinaire, présenté le 27 novembre 2020, le professeur Jacques Corbeil, de la Faculté de médecine de l'Université Laval, offrira quelques exemples ou l’apprentissage automatique a...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2845844/83190ba6f4fdffc0b6db3eec1b7207ee/564x318_1"},"target":"_self","position":"14","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DQYKObjRsxhs","linkTemplate":"/video/preview/3870996291561059622?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Les sciences «-omiques» et l'apprentissage automatique","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=QYKObjRsxhs\",\"src\":\"serp\",\"rvb\":\"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_REIAv8AEAARAAII_wH1FPP8-P38AOMC8PcD_AIA9PcD__cAAAD0EAgA-wAAAAb8Cgz7_QEAGAoDDQQAAAAMAQwE9QAAAAUB-xL_AQAA9fz-7QEAAAAJDfn3_wAAAPD7Cvv-_wAA7w3z-wAAAAD78vv5AAAAACAALe7Czjs4E0AJSE5QAiqEAhAAGvABWAcWAZ0Z-fp_E_kA4QDjAJ__7AAmEfYA5AbhAO73CwAgAAoA6_D4AOn4FQAPCf0AHwL1ABPs_gD9CBb_Ev0OAATzBQAG8gcAJPUGAPUB9__uDwT__u4BAAf5-__27gH_DgD4_O795gL8CPT-7uUBARr8BQX-9vYBFPH1AfMD_ALk9QH-_fkFBRP-AAD9D_oF8PXv_QAEB_z-Hwn_AvDvBOITEQESAg3-4f0ABgAC5ADsGfQAEPn-AwL8-AoG_eoED_oA_Qv0DvvsAv4CBfkVBBvjFfz4Ag7_Ce769xDyEvzz6QD5_ef___cK8vgF_gPyIAAtEb1eOzgTQAlIYVACKnMQABpgRQMA42MCy9TiQ_fEDhUp3_v9xRvTCf_9-f_23MLDIxYLvekH_wQL4QGjAAAAA8MjCUwA-X8h2OYR6OD8qcf3Kf5w7Dr6DfwBF7_C68nf9hzY3_N5AOXLnBcW6vhC0RMUIAAtO_kYOzgTQAlIb1ACKq8GEAwaoAYAABBBAACQQgAADMIAAPDBAAAAQAAAqMEAADRCAAAgQQAAHMIAAMDBAACAwQAAIMIAAPDBAAA4wgAAQEAAAJjCAABAwgAAAEEAAODBAAA8wgAAWMIAAAxCAAD4wQAAikIAAEDAAAC4wQAAQMIAALbCAACAQgAAnkIAAABBAAAoQgAAhMIAANBBAAAAQQAA2EEAAIDAAABkQgAAQEEAAABCAACowQAAJMIAAHxCAAA4QgAA4EEAAFTCAADgQAAA2MEAAPBBAAAcwgAAMEEAAFRCAACgwAAAOEIAABRCAACAQAAA_sIAAABAAACQQQAA6EEAAIhBAADIwQAAQMIAAJDBAABIQgAAmMEAAMBAAABgQQAAYEEAAFDBAABcQgAAOEIAACDCAACaQgAAgEAAALrCAABgwQAAYEEAAIhBAADAQQAA0MEAALhBAABIwgAAIEEAAPDBAACgQAAAwEAAAKBAAACqQgAAFEIAADzCAAAIQgAAmEEAACzCAAA0QgAACMIAAMhBAAA4QgAAOMIAAITCAABwwQAAPEIAABxCAACgwQAAPMIAAMDAAAAgwgAAmMEAAODBAABAwAAAnEIAAEBBAAB8wgAA-MEAAExCAAD4QQAAyMEAAOBAAABgwQAAQMIAAKjBAAAkwgAAZMIAABDCAACUQgAAmMEAAODBAADAwQAADMIAAJjCAACGQgAAMEEAAIDBAADEQgAAkkIAAADAAAAAwAAAoMAAACDBAACkwgAAMEEAAIBAAABAwQAAIMEAAIhCAAAQwgAA4MEAADTCAABUQgAAdEIAAIC_AAD4wQAA-MEAACDCAABQQQAAiEEAAEjCAAAwwgAA8MEAAFxCAAAAAAAAYEIAAFDBAADIwQAAoEAAADDCAAAAQAAAMMEAAKBBAAAAwAAAOMIAAFhCAAAcwgAA4MAAAEDAAABIQgAAUMIAAAjCAAAgQgAAIEEAALjBAAAAwgAAYMIAAAjCAABwQgAAcMEAAKDBAABQQQAAsEEAAJhBAACIwgAAsMEAAIDBAABgwQAAmMEAAOhBAABcwgAAVMIAAIzCAAAUwiAAOBNACUh1UAEqjwIQABqAAgAAUL0AAIC7AAB0PgAAcD0AAKi9AACCPgAAyL0AAPK-AADgPAAABD4AAJg9AADovQAABD4AADQ-AAA0vgAAoDwAADQ-AABAvAAAJD4AAIo-AAB_PwAA4LwAAKC8AABQPQAAiL0AAAy-AABAvAAAJL4AAKA8AABEPgAAMD0AAOA8AAAMvgAA4LwAAOA8AADYvQAAUD0AADC9AABMvgAAfL4AABS-AADgvAAA4LwAAOi9AAD4vQAA6L0AAGQ-AADgvAAATL4AADy-AAAwPQAAEL0AADw-AADgPAAAJL4AAIA7AAAPPwAAiL0AAKg9AABUPgAAoLwAAJg9AAAQPQAAML0gADgTQAlIfFABKo8CEAEagAIAAJi9AACoPQAA4LwAACO_AADovQAAED0AAKI-AAAcvgAALL4AAKg9AADgvAAAnr4AAEy-AACGvgAAgDsAABA9AADIPQAAOz8AABy-AAB0PgAAoDwAAFS-AAA8vgAAgDsAAIC7AABAPAAA-L0AAFA9AABwPQAAoLwAAJg9AACoPQAAcL0AAOi9AACAOwAABD4AABA9AAAwPQAA2L0AAAS-AAC6PgAAiD0AAEC8AADIvQAANL4AANg9AAB_vwAAhr4AAOC8AACgvAAAdD4AADA9AADIPQAAiL0AAIi9AABQPQAAcL0AAMY-AAA8vgAAiD0AAFA9AACgPAAAcL0AAFA9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=QYKObjRsxhs","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["3870996291561059622"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"3813745011190285289":{"videoId":"3813745011190285289","docid":"34-2-5-Z673DBF88EA4D7D1B","description":"Atelier 8 : "Python - Introduction à l'apprentissage automatique" donné par Pascale Béliveau (Université de Montréal) le 9 février 2022 dans le cadre de la formation Les 100 jours de Ra...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3412493/aa59091149773905ba7720ddce8bd37a/564x318_1"},"target":"_self","position":"15","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dwdgy2GINkZQ","linkTemplate":"/video/preview/3813745011190285289?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Atelier 8 : \"Python - Introduction à l'apprentissage automatique\"","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=wdgy2GINkZQ\",\"src\":\"serp\",\"rvb\":\"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_ggE_AQA-P0I_vsD_wEVBgUC9gICAPECCPIDAQAA9wT29fkAAAD4BQICAAAAAAAECf_7_gEAFgoCDAQAAAAPBv4I9wAAAP4G_gr_AQAA9f32A_YCAAASCAL0_wAAAPsECQv-AAAA-wH8BAAAAAAJ9gcDAAAAACAALZO43js4E0AJSE5QAipzEAAaYDYFAB486-_mBxfJux8mKtrxLNbssQv_B-b_IPfWwRz2FaL2Af8VBfjvrAAAAPnsGi8XAANyEQLMGQPwAwu0_yUaf9YTDUEc-Smyyk7E7P5Kuw_-PQDP_OsKHvoEXcUOHSAALSqcIDs4E0AJSG9QAiqvBhAMGqAGAACAQAAAoMEAAGRCAABwwQAAgEEAAHBBAADoQQAAwEEAAOTCAACgwQAAnEIAADTCAAB8wgAAoMAAABBBAAAAQgAA4MAAALTCAAAQwgAABMIAAOhBAAAQwgAAEEEAAJBBAADIwQAAgEAAAMDCAAA0wgAAAEIAABRCAADAwQAAQEEAAK7CAAAEwgAA4MAAAJjBAAAAQAAAlkIAACBCAABgwQAAAAAAAABCAACowQAAhEIAAEhCAABAwAAA4EAAAETCAAD-QgAAUEEAAEDCAABQQQAAAMAAAMDBAABMQgAA4EAAAKTCAAAAwgAAsMEAAKBAAADQQQAAkMEAAJBBAAAYwgAA6EEAABBBAACowgAAOMIAACBCAAAAAAAALEIAAHRCAACgQAAANEIAAMDAAABgwgAA2MEAAEDCAABAwAAAUMEAALhBAABsQgAAAEAAAGzCAAAAwAAAUEEAAEBBAACgQQAAyEIAAHhCAADAQAAAGEIAAIC_AADgwAAAFMIAABTCAAAAQAAAoEAAAABAAACAPwAAIMIAAChCAAAQQgAAgMIAACjCAACAvwAAQMIAAGxCAACoQQAA0EEAAL5CAAD4wQAAkMEAAJDBAACowQAAkkIAALDBAADYwQAAKMIAABDCAADQQQAAuMEAAGjCAABwQQAAAEIAAMjBAADwQQAAdMIAAEDBAACQQQAAZEIAAIDBAAAkwgAAjkIAAIhCAADgwQAAAEAAAKBCAADAwQAARMIAAGDBAADQQQAAoEAAAMjBAABwQgAA4EAAAOjBAACgQAAAUMEAABRCAAAAQgAAQMAAAKDAAAAgQQAAUMEAAIC_AAAgwgAAoEAAAATCAABwQgAAQMEAAFBBAAAAQAAAkMEAAIDBAAAgwgAAcEEAABBCAABoQgAAKEIAACDCAABEQgAAiMEAAEDAAACYwQAA4EEAAMBAAABMwgAAiMIAAGBBAABAwQAA2MEAABjCAAA4wgAAMEIAAAhCAAAgQQAAgEEAAKhBAABgQgAA6MIAAPDBAACgwAAAREIAAIjBAADQQQAAUMIAAKjBAADGwgAAoEAgADgTQAlIdVABKo8CEAAagAIAAHC9AACYvQAAwj4AADC9AACovQAAZD4AAES-AAAhvwAAoLwAALg9AACIPQAAmL0AAGQ-AACIPQAAor4AAHA9AABMPgAAQDwAAGQ-AACyPgAAfz8AAKC8AAAQvQAAMD0AACS-AADYvQAA-D0AAIa-AADgvAAA2D0AAHA9AABAPAAAED0AAOi9AABAPAAAQDwAAEA8AAA8vgAAEL0AAPi9AABsvgAAoDwAADA9AAAMvgAAMD0AALi9AABcPgAAVL4AAGy-AAA8vgAAHD4AADA9AABwPQAAuD0AAPi9AACYvQAABT8AABC9AAAQvQAAJD4AAKA8AABAvAAAMD0AAKC8IAA4E0AJSHxQASqPAhABGoACAACqvgAARD4AADC9AAAnvwAAcL0AAAw-AAB8PgAAFL4AAIg9AAB8PgAAXL4AAMi9AAAUvgAAqD0AAKg9AADgvAAAVL4AADE_AAAEvgAA4j4AAOA8AACWvgAA6L0AADC9AADIvQAA2L0AAKg9AADIPQAAqD0AAIA7AACgPAAAyD0AAHC9AAAwvQAA-D0AAEC8AADaPgAADD4AAFy-AAAEvgAAUD0AAJg9AAC4PQAAoLwAAKA8AABQPQAAf78AABA9AAAEPgAA2D0AALg9AAAEvgAAiD0AABw-AAAcPgAADD4AABA9AACgvAAABD4AAGw-AAAsPgAA4LwAAOA8AADIPSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=wdgy2GINkZQ","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3813745011190285289"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"6474646120898260921":{"videoId":"6474646120898260921","docid":"34-10-13-ZB33226135C756418","description":"Worldwide.- March 10th, 2022 Contrôle et apprentissage automatique By Prof. Enrique Zuazua – Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Chair for Dynamics, Control and Numerics...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2123737/a66a3f5f7b3cf39da8bcc3d17b75aaaa/564x318_1"},"target":"_self","position":"16","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DariRB2u_ErM","linkTemplate":"/video/preview/6474646120898260921?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Contrôle et apprentissage automatique - Enrique Zuazua","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=ariRB2u_ErM\",\"src\":\"serp\",\"rvb\":\"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_g0E-wb9AvEK-fz5_v0A8QEC_P4BAAD-_vr2AQAAAPEV_v8EAAAAAf4CA_7-AQARBwEM9gAAAA38_Ab7AAAA-An8BAgAAADyCPrzAgAAABIIAvT_AAAA-gYBBgQBAAAAAQEDAQAAAAnvAf4AAQAAIAAtSHndOzgTQAlITlACKnMQABpg_wUABUYL_8sFH-PKMw4F0vcByhLFIQDg7f8Y-NrDDBfrwuoT__gE_PC4AAAAD_3_HwwA_VzU8cIJ-Pjv99f0NPl_1in5LA_2FtvYBsjpCRrbFfpYAOQB5wQvA_9e6CAzIAAtDZs6OzgTQAlIb1ACKq8GEAwaoAYAALDBAADowQAAnEIAAIA_AACQQgAA-MEAAMjBAACAQAAAsMIAABzCAACMQgAAIEEAAJLCAABAQAAAgkIAAKDAAAAYwgAAUMIAAFDCAAAgwgAAEEEAACDBAACAwQAASEIAAGhCAACAwAAAnsIAADjCAACGQgAAsEIAAIA_AAAwQgAA-MEAAIDAAADYwQAANMIAAMBAAAC-QgAAuMEAAEBBAABQwQAAHMIAAADAAAC4wQAAGEIAAFBBAAC4wQAAmMEAAEBCAAAUQgAAqMEAAGxCAADoQQAAAMEAAEBAAACOwgAAcMEAAKhBAACgQQAAoMEAADRCAACwwQAACMIAAADBAABEQgAATMIAALhBAACMwgAA0MEAAIDAAACAwQAAqEIAAFjCAAA8QgAAuMEAALDCAACQQQAAuMEAAEBAAABIwgAA0EEAAAzCAACAQQAAYMEAAADAAAAkQgAAIMEAAIjBAAB8QgAAMMEAAAjCAACAPwAAAMEAAIhBAADgQAAAlMIAAADCAACoQQAAaEIAABDCAAAwwgAAOEIAAIC_AAAowgAAnsIAAADBAACgwAAAwEAAAAzCAACAvwAA3kIAAJDBAAA4wgAASMIAAJ5CAADYQQAACEIAAAzCAADAwQAAUMIAAFBBAAA4wgAAKMIAAKDBAACQQgAAVEIAAIA_AAAAAAAAIEEAAMDBAABgwgAAUMEAAGDCAABMQgAABEIAAOBAAADQQQAA0MEAAILCAAA4wgAAJEIAABTCAABAwgAAgL8AAKBAAAAgwQAAAEEAAHxCAAAQwQAAwMEAALBBAAC4wQAAIEEAAHDBAACAQAAA2EEAAMDAAACkwgAAYEEAALpCAABwwQAAiEEAAIjBAABAwAAAmEEAABBBAACwQQAAoEAAAIZCAACQwQAAIMEAAFxCAABAQAAAcMEAALhBAAAAQgAA4MAAAJjBAAB0QgAANEIAACxCAADYwQAACMIAAKjBAADAQAAAUMEAADjCAADAQQAAYMEAAERCAACYwgAA0MEAAADAAABAQQAAIEIAAExCAADowQAALMIAAKzCAACCQiAAOBNACUh1UAEqjwIQABqAAgAA6L0AANi9AACuPgAAuD0AAKC8AACCPgAAQDwAAP6-AAAEvgAAUD0AAEA8AAD4vQAA-D0AAAQ-AADovQAAcD0AAKY-AACgPAAAJD4AAJY-AAB_PwAAUL0AALg9AABAvAAAiL0AANi9AACgvAAAuL0AALi9AABsPgAA2D0AAMg9AAD4vQAAED0AAOi9AACIPQAAoDwAAAy-AABEvgAAFL4AACy-AACgPAAAcL0AANi9AAAcvgAAgLsAABw-AACovQAAfL4AAHy-AACgPAAA4DwAAFQ-AACIPQAAir4AAOC8AAAbPwAAUL0AAHA9AACKPgAAqL0AAIC7AADgPAAAML0gADgTQAlIfFABKo8CEAEagAIAAAS-AACYPQAAmL0AAA-_AACovQAABD4AACQ-AABAvAAAXL4AAIg9AADIvQAAlr4AACy-AADSvgAAqL0AANg9AAAEPgAAPz8AAEC8AAA0PgAAmD0AAEC8AAAkvgAA4DwAALi9AAD4PQAAqL0AABA9AACgPAAA6L0AAMg9AACgPAAAQDwAAAS-AADgvAAAMD0AAAw-AADgvAAAlr4AADy-AAAMPgAA6D0AAAQ-AAAUvgAAiL0AAFQ-AAB_vwAAir4AAKC8AACYvQAAjj4AAIi9AACYPQAA-L0AAEQ-AACgvAAAQLwAAJ4-AAC4vQAAVD4AAIC7AACIvQAA2L0AAKg9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=ariRB2u_ErM","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["6474646120898260921"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"3146647488319766122":{"videoId":"3146647488319766122","docid":"34-1-16-ZC5B149CDCD7A1871","description":"Bienvenue à l’Apprentissage automatique : une introduction. Nous expliquerons ici les concepts de base de l’apprentissage automatique, et nous inclurons un Cadre pour l’utilisation des processus...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2387443/f600f847ea9d1a5ba761c558d3c024b2/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/NTuAzQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"17","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DrCPbZzWQlek","linkTemplate":"/video/preview/3146647488319766122?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Apprentissage automatique : une introduction","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=rCPbZzWQlek\",\"src\":\"serp\",\"rvb\":\"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-_AQA_goHAQQF_gEPDPoCCP8AAPUGAv8HAf8A_v769wEAAADuCAb5BQAAAPkEAQD__wAAChD9DAQAAAACBQb8-AAAAAIL-Ab-AQAA9voG-QIAAAAMDQ33AAAAAPAEBPz-_wAA9wH7BPb9AAAD8QAFAAEAACAALc5t3js4E0AJSE5QAiqEAhAAGvABaPIAAL_6Df0XCOsADhnZAoEFC_8kBfEAy-ICAazu3__pCgIA0-Yg_wcFKgDm_RYA8fn-AED8EgD07SH_I_wEAAj1FAAp7g8ALgD9ABz5-gDn-fUAGwkK_wvuGQDwFOv_Iwb__fsB1v_5EvME9AMTAQ8XBgEVAv0B6Q4GAfoR8wPtCwsD7gwE_dz49f_tFwcA_f3rBRED-gXrD_0E8vkOAAAK9vwR-_L9CwX1BfX5CvkF-hAEJP8JABAA-QMIBPkB4PXz9gX07wTyCfkEFAL-BwjTDwTwCwkH_xbqBgf1-gcNDwj82BoMBv0ABg7m6AP5IAAtbidIOzgTQAlIYVACKs8HEAAawAd1ywK_hFUrPZhBBr3ytJw9m2hhPWT-uLtv5HA8LIRQvciMA7wrUfY8c77YPDp0eryXx6q-E8fsO74RnbxRv4s-HWwWPZvocz1xPB--9xplu9NtpDxPeJG-ZxVMPanmi7pHyFA-Sqc_vF9SRjzzOw0-dhTMvIZLWDxbry49N1rpO_jnXb35Rrm9U5ecvWWa37yKW0U-IBKpvf0ozzwEa8E9EJhBu2EeLb2t9Wq9O1ESPSXJmLzZYLw8d4mFPHcXgzwd6ME9hvx-uepJjzyP3oA91cqJvW-ORrtjnP88vsyDuzMKNDsGHDg9ckVzvA2rkzzAKSc98EeLvTfYwDw7iYw7BcFCu_YQqDz19fw9nKIIPesrWbyrTr28kRSsPExw5jt1Rmq9qcwjPRVLW7x0Da49HnohvcrKhrtEFNM8R9KJPF8WyTyqVD882LaoPOAQy7rq48Y8evGPPdJvobvhYqA7bJW_Oxgkvzso1d69aAr4vO0Dubuc-uA9QP0CvQx12DvcHm49ind7vZAJQjw57Uk9XJwHPUXHI7sHZbc7aQ00PeOCWLzXbZC8YxxtvJoFHjwVrPG82KwjPMICrTscIUi9r9yBPEjAjbuGYI85OzkDvd5LKzyZKc09rQiYPeNAlbeusKo8XHwAPasGwLsf_SW9A7Truz1Xwjsw_Ba9UCePPCaOGzyYb1g8w6CnPDF5Bzx0wyW8_IKHvZZS3DlwFmU94eMdPRKywbppGB-8FCIgvTompDpmFbY8Xm9xPT6SsznePSA9AjpdveTmyDkENoy8PSzUPLtjU7dcOsY90sWmvPmH67jub5o8oywyvbz3m7hy4uk7c0EHvRKYbrmxHlI8788APYVLmTlAhSM9GvBDvMmgsjmUxkO94kzdPA-GnLgy4529GsCbPA_A9DgWQEI8XtoQPdx5h7dgWem8SJmevNNFILlQtUw8uJSzPMuq5Lg_hx69CB8KvXy7qbh7Eti8zwZqvfGnoTiW7Z48bBsrPRMdbrjj3Iu8xg3JPJPDj7YfR3M8vxLhO-wWL7hgmwW8jERNvXadLzjP4N05-rpnPQoFh7hUU9K96HTPvC_4xTeaEv-8vbImvRW6x7cNEZw9erAgPTx4wzc47IS6Ee7EvCsHXjexrw68Rf-6u1gH77bEa-o6UOSkPNnT_TY7ZcG6EJJFPbDmnzeVeZA9ZabUvR8vrTh0MLE9jlbavEFfsbd4OZa98I5nPbLdPriu75O9OuPAPR4C6bix4Wm9tiqNO4u8wrdmHFm8tnuOvVYiw7cgADgTQAlIbVABKnMQABpgLQEAFiEC4ukPJe3fDAsO1PoCwPW9Kf_i6f8Q-q7LBxgGrsYW_wIDAQqsAAAA9uoAKRkADG_z59At0f3x1ab2NPZ_ACoy2ur0FLXLHcDg7RL67PU1ABDUuRc9GdRc9PcPIAAtTXAnOzgTQAlIb1ACKq8GEAwaoAYAADRCAAAEwgAAvkIAADBBAADowQAAcEIAANhBAADgwQAANMIAAGDBAAB0QgAAJMIAAHBBAACgwQAAyEEAAABAAABAwQAAiMIAAEDAAACwwQAAIEEAAKDBAACSwgAAAEEAAKjBAACgQQAAmsIAAMDBAADgQQAAgMEAADBBAAD-QgAAgMEAAKBAAADQwQAAgMIAADBBAABQQgAABEIAAOBBAAAUwgAAEEEAAIBCAABwwQAAgMIAADTCAAAAwgAA6EEAAGxCAACAwgAAEMIAAIhBAABwwQAAkEEAAIpCAACgwQAALMIAAABCAAAQQgAAAMAAAMhBAABgQgAAQMAAAEDBAAAgQgAAUEIAAJjBAAAgQQAAAEAAANjBAAAgwQAAmEIAAGBBAACgQQAAgEEAALDBAAA0wgAAEEEAABBBAABowgAAcMIAAJBCAAAEQgAAHEIAAATCAABwwQAACEIAAAAAAACoQQAAcMEAAFzCAAAUQgAALEIAAODAAAAEQgAA-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-AABQvQAAqD0AAOA8AACovQAAQDwAAPg9AADYvQAA4DwAAHw-AABwvQAAED0AAIY-AAB_PwAA4LwAAKC8AABAPAAAkr4AAAy-AACIvQAAcL0AAEC8AABcPgAAiD0AANg9AAD4vQAAoDwAAKA8AAAcvgAAQDwAANi9AAD4vQAADL4AALi9AAAwvQAAED0AACS-AACIvQAAEL0AAMg9AADgvAAAZL4AAHy-AADgPAAAyD0AALg9AADoPQAAir4AAKC8AAAVPwAAQLwAAOg9AACSPgAAyL0AAJi9AACIPQAAMD0gADgTQAlIfFABKo8CEAEagAIAAJK-AACYvQAAuL0AAC-_AAAwPQAAmD0AAFQ-AAA8vgAAcL0AAOA8AABQvQAAdL4AAAy-AAAMvgAAUD0AAEA8AADoPQAAKT8AAFC9AACGPgAAUL0AAIA7AACIvQAAUL0AAOC8AACAOwAAcD0AAEA8AABUPgAAgDsAABQ-AAAEPgAA2L0AAHC9AAAUPgAAcD0AAII-AACGPgAARL4AAAy-AADGPgAAqD0AAHA9AAAQvQAATL4AAOg9AAB_vwAAiL0AALg9AAD4PQAAhj4AAFS-AACoPQAAEL0AAHw-AABwPQAAUD0AACQ-AAC4vQAAgLsAAJg9AACYvQAAJL4AANg9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=rCPbZzWQlek","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["3146647488319766122"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"12576607639306250336":{"videoId":"12576607639306250336","docid":"34-4-8-Z5E8E6A586B7C7440","description":"Atelier 8 : "R - Introduction à l'apprentissage automatique" donné par Loïc Mangnier (Université Laval) le 9 février 2022 dans le cadre de la formation Les 100 jours de Ran.Données orga...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4019350/f6fa5a658be5a46bcc0f49d40304e2c9/564x318_1"},"target":"_self","position":"18","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DZkW-AZSklmo","linkTemplate":"/video/preview/12576607639306250336?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Atelier 8 : \"R - Introduction à l'apprentissage automatique\"","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=ZkW-AZSklmo\",\"src\":\"serp\",\"rvb\":\"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_AgD2_gMF_gX-ARYGBQL1AgIA9AYC_wcC_wD2Bf_3AQAAAOcBAP8AAAAAAf4DA_7-AQAXCgINBAAAABIEBvn4AAAAABf2B_4AAADy8_j1AgAAABIIAvT_AAAA8f8ODv8AAAD2Bv4KAAAAAP_1Af4AAAAAIAAtOO7XOzgTQAlITlACKnMQABpgKAcAFEjw4vQEGdOzGRUw6ekFye_AI_8E2_8k_b-wIfYgtODw_yD6APiqAAAA6-YaKS4ABHAaBLkS-vP7HawKHSh_2hwULin0JsvDVKr1BTra__RBANf3Bx796fxW3v4hIAAtm9EgOzgTQAlIb1ACKq8GEAwaoAYAAEBAAACwwQAAYEIAAEDBAABwQQAAIEEAAOhBAACoQQAA5MIAAMDBAACeQgAAOMIAAGzCAAAAwAAAAEEAAAxCAABAwAAAvMIAAPDBAAAIwgAAwEEAACDCAACgQAAAiEEAAPjBAACgQAAAusIAADTCAAAEQgAAEEIAANjBAABwQQAAqMIAAPDBAADAwAAAUMEAAIDAAACeQgAAOEIAAGDBAABAwAAADEIAAJDBAACKQgAAPEIAAIC_AADgQAAANMIAAP5CAAAwQQAASMIAABBBAACgwAAAwMEAAFhCAABAQQAApsIAAADCAACQwQAAoEAAALhBAACIwQAAmEEAABDCAADoQQAAIEEAAK7CAAAgwgAALEIAAIC_AAAgQgAAhkIAAOBAAAA4QgAAMMEAAFzCAADIwQAANMIAAEDAAABgwQAAsEEAAIRCAADAwAAAbMIAAADAAAAwQQAAAEEAAKBBAADAQgAAfEIAAKBAAAAUQgAAoMAAAMDAAAAQwgAAFMIAAKBAAADgQAAAgEAAAEDAAAAYwgAAEEIAABRCAACCwgAAIMIAAABAAAA4wgAAcEIAALhBAADwQQAArkIAAAzCAABwwQAAmMEAAMjBAACUQgAAuMEAAPjBAAAkwgAAFMIAAMhBAADgwQAAZMIAAFBBAADwQQAA4MEAABBCAAB4wgAAAMEAAJBBAABgQgAAiMEAACzCAACIQgAAiEIAAMjBAACAQAAAoEIAALjBAABMwgAAIMEAAOBBAAAQQQAAqMEAAIRCAAAgQQAA4MEAAOBAAAAgwQAABEIAAARCAABAQAAAwMAAAABBAABAwQAAQEAAACjCAACAQAAA-MEAAGBCAACgwAAAIEEAAEDAAACYwQAAmMEAABzCAACAQQAAHEIAAFxCAAA0QgAAHMIAADBCAABQwQAAAAAAALjBAAAEQgAAEEEAAFzCAACIwgAAYEEAAHDBAADYwQAAEMIAAEDCAAA4QgAAFEIAAFBBAACAQQAAqEEAAHBCAADowgAABMIAAEDBAABMQgAAiMEAALhBAABAwgAAsMEAALzCAACgQCAAOBNACUh1UAEqjwIQABqAAgAAgLsAAIC7AAB0PgAAML0AADC9AABUPgAARL4AAA2_AACAuwAALD4AAAw-AADIvQAAJD4AAJg9AADCvgAAgLsAADQ-AABAPAAATD4AAMI-AAB_PwAA4LwAAMi9AAAwvQAATL4AAJi9AACoPQAALL4AALi9AAAcPgAAmD0AALg9AADgvAAAML0AAKC8AADIvQAA4DwAAAy-AABwvQAABL4AAFy-AAAwvQAAQDwAABS-AAC4PQAAPL4AAAw-AABMvgAAbL4AAPi9AAAsPgAAiD0AAJg9AAAMPgAAqL0AAJi9AADmPgAAoLwAAKC8AAA0PgAAoLwAABC9AAAwPQAAcL0gADgTQAlIfFABKo8CEAEagAIAAKK-AAAkPgAAEL0AAD2_AACAOwAA6D0AACw-AAAsvgAAcD0AAIY-AAAMvgAAFL4AAMi9AABAvAAAcD0AADC9AAA8vgAAPT8AAAS-AACuPgAAQLwAAKq-AACgPAAAmL0AAEA8AADIPQAAgDsAAAw-AAAwPQAAoLwAAKA8AADgPAAAUD0AAKC8AAAEPgAAmL0AAKY-AADIPQAADL4AAPi9AABEPgAAgDsAAOg9AACIvQAABL4AALi9AAB_vwAAED0AAIC7AABkPgAAiD0AABS-AAC4PQAABD4AAFA9AABwPQAAQLwAAJg9AABQPQAAuD0AACw-AABQvQAAgLsAADQ-IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=ZkW-AZSklmo","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["12576607639306250336"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"436088735578942379":{"videoId":"436088735578942379","docid":"34-5-17-Z24CC7E78A93ECBA1","description":"L'apprentissage automatique, considéré comme un sous-ensemble de l'intelligence artificielle, est l'étude scientifique des algorithmes et des modèles statistiques que les systèmes infor...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3506298/f0f481045be032f84695630e2379b1aa/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/pNvQ8AAAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"19","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DkidmjA20eqE","linkTemplate":"/video/preview/436088735578942379?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"L'apprentissage automatique expliqué!","related_orig_text":"Intro à l'apprentissage automatique - ULaval","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"Intro à l\\u0027apprentissage automatique - ULaval\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=kidmjA20eqE\",\"src\":\"serp\",\"rvb\":\"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_E4cBggQkAYAEKyqLARABGniB-_oBBP4CAPkHCwb4Bv0CDwz6Agj_AAD1APX0AwL_APYF__cBAAAA7ggH-AUAAAD8AgQE9v4BAAIIARADAAAAAvsIA_gAAAD4CwEF_gEAAAYB-fj4AgABChMB9P8AAAD1AP_6AwAAAPL6AQIAAAAA-vTyCAAAAAAgAC3CpNo7OBNACUhOUAIqhAIQABrwAX_5DQOyGRT9Dw4MAO0K3gGV5v7_GB_mAO0A9QGN9vf9IiX6AcXxGf8X-vcA1voPABQE3v8i_PwAIO8P_13_GAD8-AcAD93yAvcPDQHL8Oz_6xIF_vsK_wLnBQEA9woXAAXv-wIjBvwBHQ_8ABb7DQPqHwYCKvMUAeYW_gD_Ev79DQv2Ay4N9QEcGvsEAwko_vQI3PsR5QIGKxwSAPYL9Pzx8wgAIALrAgMaDQjpCQj7CRj7ABoPCPz9-_H9AiIJ9gntEwHg9vsA7goDAR_WAP4N5hgCCfoG-PTrA_4wz_P9FAL5AvQX9_UFGhT9BvwQ-yAALWazODs4E0AJSGFQAipzEAAaYAoHABU9Heby72HN0QgmGMfmCP_0wiX_4uH_AvbLz_wV2LLxHf8A-TL_qwAAAObYHQgyAA526MvgNvPVBaq42UQaf_EvF_IHA_7BAgyk19kg9fzXUQDR3LsXPuncMOYaHyAALQ5OHTs4E0AJSG9QAiqvBhAMGqAGAACoQQAAgEAAADhCAADIQQAAcMEAAEDBAABgQQAAgEEAAHDBAABAQQAALEIAAIA_AABgwgAARMIAABxCAAA8wgAAiMEAAIDCAADgwQAAVEIAAGhCAABgwQAAwMEAABBBAABwQQAA-EEAAKrCAACAwAAAeEIAAPBBAAAAQgAAxkIAAMTCAAAgQQAAaMIAAEBBAABAwAAAikIAAMDBAACgQQAAxsIAAEDAAABAwAAAcEEAAIjBAAAwwQAAcMEAAKDBAABwQgAA4EEAANBBAACYwQAANEIAAOBBAAAYQgAAYMEAAJbCAACIwQAA2EEAAABCAACAQQAAkMEAAAzCAAAwwgAA-EEAANhCAAAAwgAAAEEAAGxCAADIQQAAmEEAAHBCAAA4wgAA8EEAABzCAAC0wgAAEMEAALjBAADQQQAADEIAAFzCAACWQgAAAEEAALBBAAB4wgAAiMEAABDBAAAYQgAACEIAAABBAAAEwgAAcEIAAEBAAACYwgAAQMAAAPjBAADwwQAAzEIAAIBAAABQQQAAAMIAAPBBAAAAAAAAuMEAAAAAAAAAwQAAZMIAAEBBAACgwQAAWEIAAFxCAABEwgAArsIAAEDBAADgQAAAZMIAACDCAABEwgAA0EEAACzCAADAwAAAUMEAAFDCAAC4wQAAiEEAABjCAAAkQgAAEEEAAEDCAAAMwgAAmEEAAMhBAACowgAAAEIAAMBBAABgwQAAZEIAAFBCAADYwQAAlMIAAEjCAABQQgAAsMEAAJjBAACQQgAAgD8AAIA_AACYQQAAAMAAAIA_AACQwgAAUEEAAEDCAABYwgAAEMEAAABBAAAIwgAA-MEAAFTCAAAAQgAA-MEAAKBBAAA8wgAAAMEAAODBAAAMwgAAwEEAAFxCAAAwQQAApEIAABzCAAAwQQAAoMAAANhBAAC4QQAAcEEAAIjBAAAAwAAAyEEAAJhCAAC4wQAAPMIAAOjBAACIQQAAgD8AALBBAACIwQAAgkIAAPDBAAAYwgAAAMIAAEjCAAAAwgAAEMIAAKDAAADwQQAAQEEAAFTCAACqwgAAgsIgADgTQAlIdVABKo8CEAAagAIAAFC9AADYvQAAfD4AADA9AAAwvQAAqj4AACS-AADWvgAAoDwAABw-AACIPQAABL4AAAQ-AADIPQAALL4AAIA7AAA0PgAAgLsAAOg9AACaPgAAfz8AAFC9AABQvQAA6D0AANi9AAAsvgAAQLwAADC9AABQPQAAkj4AAFA9AAAwPQAAiL0AAKA8AADgvAAA-L0AAIA7AAC4vQAAJL4AABy-AAAkvgAAiL0AAEC8AABsvgAAPL4AABy-AAA8PgAAmL0AAIa-AABMvgAAcD0AALg9AAAsPgAAcD0AAHS-AACgvAAAET8AAKA8AABMPgAAhj4AAMi9AADgPAAAUD0AAFC9IAA4E0AJSHxQASqPAhABGoACAABUvgAA2D0AALi9AAAxvwAAuL0AAFC9AAAUPgAAyL0AADC9AADoPQAAML0AAGy-AACovQAAPL4AAKA8AAAQvQAAgDsAACc_AACYvQAAfD4AAKC8AADYvQAAiL0AAJi9AAAQvQAA-D0AAIC7AADgPAAAQDwAAOA8AAC4PQAAiD0AAIC7AACAOwAAgDsAADC9AADoPQAAXD4AACy-AAC4vQAAij4AAHA9AABwPQAAQLwAABy-AACgvAAAf78AAHC9AACIvQAAqD0AAGw-AABwvQAAZD4AAIC7AAC4PQAAQDwAAIA7AABkPgAA-L0AAHC9AABwPQAAED0AAOi9AADgPCAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=kidmjA20eqE","parent-reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["436088735578942379"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false}},"dups":{"5448053137598672945":{"videoId":"5448053137598672945","title":"1.1 \u0007[Apprentissage\u0007] \u0007[automatique\u0007]","cleanTitle":"1.1 Apprentissage automatique","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=S9Ibqp9LnSw","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/S9Ibqp9LnSw?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":"d3d3LnlvdXR1YmUuY29tO1VDa01YcVluT3poSWxSc2VVT2dxOF9Ydw==","name":"Intro à l'apprentissage automatique - ULaval","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","origUrl":"http://www.youtube.com/@IntroApprentissageAutomatique","a11yText":"Intro à l'apprentissage automatique - ULaval. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2049,"text":"34:09","a11yText":"Süre 34 dakika 9 saniye","shortText":"34 dk."},"views":{"text":"5,5bin","a11yText":"5,5 bin izleme"},"date":"1 eyl 2020","modifyTime":1598918400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/S9Ibqp9LnSw?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=S9Ibqp9LnSw","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":2049},"parentClipId":"5448053137598672945","href":"/preview/5448053137598672945?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/5448053137598672945?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3102841433921778878":{"videoId":"3102841433921778878","title":"Bootcamp IID 2023 - \u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007] et à scikit-...","cleanTitle":"Bootcamp IID 2023 - Introduction à l'apprentissage automatique et à scikit-learn","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=gQR47T0BXNs","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/gQR47T0BXNs?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":"d3d3LnlvdXR1YmUuY29tO1VDQlFqQjl3NHl2bEJlYmZRQXdLNlI4UQ==","name":"IID - Institut intelligence et données, ULaval","isVerified":false,"subscribersCount":0,"url":"/video/search?text=IID+-+Institut+intelligence+et+donn%C3%A9es%2C+ULaval","origUrl":"http://www.youtube.com/@iid-ulaval","a11yText":"IID - Institut intelligence et données, ULaval. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":4570,"text":"1:16:10","a11yText":"Süre 1 saat 16 dakika 10 saniye","shortText":"1 sa. 16 dk."},"date":"31 mayıs 2023","modifyTime":1685491200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/gQR47T0BXNs?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=gQR47T0BXNs","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":4570},"parentClipId":"3102841433921778878","href":"/preview/3102841433921778878?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/3102841433921778878?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"5561728683283159588":{"videoId":"5561728683283159588","title":"\u0007[L\u0007]'\u0007[Apprentissage\u0007] \u0007[automatique\u0007] "machine learning"","cleanTitle":"L'Apprentissage automatique "machine learning"","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=F8y0O79eMx8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/F8y0O79eMx8?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":"d3d3LnlvdXR1YmUuY29tO1VDcmUtWWUteHVLamtpUUZPbGI5ZUxUZw==","name":"Simple2Pro","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Simple2Pro","origUrl":"http://www.youtube.com/@simple2pro942","a11yText":"Simple2Pro. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":733,"text":"12:13","a11yText":"Süre 12 dakika 13 saniye","shortText":"12 dk."},"date":"14 haz 2020","modifyTime":1592092800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/F8y0O79eMx8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=F8y0O79eMx8","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":733},"parentClipId":"5561728683283159588","href":"/preview/5561728683283159588?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/5561728683283159588?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"13443633274190299114":{"videoId":"13443633274190299114","title":"1.2 \u0007[Apprentissage\u0007] supervisé","cleanTitle":"1.2 Apprentissage supervisé","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=i-Bmv-V6REc","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/i-Bmv-V6REc?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":"d3d3LnlvdXR1YmUuY29tO1VDa01YcVluT3poSWxSc2VVT2dxOF9Ydw==","name":"Intro à l'apprentissage automatique - ULaval","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","origUrl":"http://www.youtube.com/@IntroApprentissageAutomatique","a11yText":"Intro à l'apprentissage automatique - ULaval. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2180,"text":"36:20","a11yText":"Süre 36 dakika 20 saniye","shortText":"36 dk."},"views":{"text":"3,6bin","a11yText":"3,6 bin izleme"},"date":"1 eyl 2020","modifyTime":1598918400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/i-Bmv-V6REc?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=i-Bmv-V6REc","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":2180},"parentClipId":"13443633274190299114","href":"/preview/13443633274190299114?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/13443633274190299114?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"15253651319513003285":{"videoId":"15253651319513003285","title":"\u0007[Apprentissage\u0007] \u0007[Automatique\u0007] #1 | Cadres de \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007] | Mach...","cleanTitle":"Apprentissage Automatique #1 | Cadres de l'apprentissage automatique | Machine Learning","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=6V9vZOofiiQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/6V9vZOofiiQ?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":"d3d3LnlvdXR1YmUuY29tO1VDbmVfYlNjRXhSa2syWFd6QnhsSnpiZw==","name":"Free Math Courses | Cours de Maths Gratuits","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Free+Math+Courses+%7C+Cours+de+Maths+Gratuits","origUrl":"http://www.youtube.com/@mohamedkadhemkarray2504","a11yText":"Free Math Courses | Cours de Maths Gratuits. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":4434,"text":"1:13:54","a11yText":"Süre 1 saat 13 dakika 54 saniye","shortText":"1 sa. 13 dk."},"views":{"text":"1,2bin","a11yText":"1,2 bin izleme"},"date":"28 eyl 2023","modifyTime":1695859200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/6V9vZOofiiQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=6V9vZOofiiQ","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":4434},"parentClipId":"15253651319513003285","href":"/preview/15253651319513003285?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/15253651319513003285?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3011960022369176149":{"videoId":"3011960022369176149","title":"\u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007]","cleanTitle":"Introduction à l'apprentissage automatique","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Svv9vlsIteI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Svv9vlsIteI?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":"d3d3LnlvdXR1YmUuY29tO1VDbWpGSjhhNXBBS0VmRW1kUFZUdDhIUQ==","name":"SkatStellar","isVerified":false,"subscribersCount":0,"url":"/video/search?text=SkatStellar","origUrl":"http://www.youtube.com/@boogauthentique9662","a11yText":"SkatStellar. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3803,"text":"1:03:23","a11yText":"Süre 1 saat 3 dakika 23 saniye","shortText":"1 sa. 3 dk."},"date":"13 haz 2025","modifyTime":1749844665000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Svv9vlsIteI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Svv9vlsIteI","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":3803},"parentClipId":"3011960022369176149","href":"/preview/3011960022369176149?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/3011960022369176149?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"6018017310777629361":{"videoId":"6018017310777629361","title":"12.8 \u0007[Apprentissage\u0007] de variété","cleanTitle":"12.8 Apprentissage de variété","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=h_fzfwgm07A","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/h_fzfwgm07A?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":"d3d3LnlvdXR1YmUuY29tO1VDa01YcVluT3poSWxSc2VVT2dxOF9Ydw==","name":"Intro à l'apprentissage automatique - ULaval","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","origUrl":"http://www.youtube.com/@IntroApprentissageAutomatique","a11yText":"Intro à l'apprentissage automatique - ULaval. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":983,"text":"16:23","a11yText":"Süre 16 dakika 23 saniye","shortText":"16 dk."},"date":"18 kas 2020","modifyTime":1605657600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/h_fzfwgm07A?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=h_fzfwgm07A","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":983},"parentClipId":"6018017310777629361","href":"/preview/6018017310777629361?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/6018017310777629361?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"7738918803771623769":{"videoId":"7738918803771623769","title":"\u0007[Apprentissage\u0007] \u0007[Automatique\u0007] #4 | Caractérisation de \u0007[l\u0007]'\u0007[apprentissage\u0007] | No free lun...","cleanTitle":"Apprentissage Automatique #4 | Caractérisation de l'apprentissage | No free lunch machine learning","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=pNdj396yQwo","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/pNdj396yQwo?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":"d3d3LnlvdXR1YmUuY29tO1VDbmVfYlNjRXhSa2syWFd6QnhsSnpiZw==","name":"Free Math Courses | Cours de Maths Gratuits","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Free+Math+Courses+%7C+Cours+de+Maths+Gratuits","origUrl":"http://www.youtube.com/@mohamedkadhemkarray2504","a11yText":"Free Math Courses | Cours de Maths Gratuits. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1041,"text":"17:21","a11yText":"Süre 17 dakika 21 saniye","shortText":"17 dk."},"date":"21 tem 2022","modifyTime":1658361600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/pNdj396yQwo?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=pNdj396yQwo","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":1041},"parentClipId":"7738918803771623769","href":"/preview/7738918803771623769?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/7738918803771623769?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"7462550852757297054":{"videoId":"7462550852757297054","title":"\u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]’intelligence artificielle - 5 - \u0007[Apprentissage\u0007] \u0007[Automatique\u0007]","cleanTitle":"Introduction à l’intelligence artificielle - 5 - Apprentissage Automatique","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=IIn0oCsTGic","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/IIn0oCsTGic?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":"d3d3LnlvdXR1YmUuY29tO1VDU3VOV2gxZFdMNlVqYW0yemUtcVlBUQ==","name":"SMC - Your Guide to Artificial Intelligence","isVerified":false,"subscribersCount":0,"url":"/video/search?text=SMC+-+Your+Guide+to+Artificial+Intelligence","origUrl":"http://www.youtube.com/@smc-yourguidetoartificiali1079","a11yText":"SMC - Your Guide to Artificial Intelligence. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":839,"text":"13:59","a11yText":"Süre 13 dakika 59 saniye","shortText":"13 dk."},"views":{"text":"41,2bin","a11yText":"41,2 bin izleme"},"date":"7 kas 2021","modifyTime":1636243200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/IIn0oCsTGic?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=IIn0oCsTGic","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":839},"parentClipId":"7462550852757297054","href":"/preview/7462550852757297054?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/7462550852757297054?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"13110135798110687669":{"videoId":"13110135798110687669","title":"\u0007[Introduction\u0007] \u0007[à\u0007] \u0007[la\u0007] théorie de \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007] | Bootcamp 202...","cleanTitle":"Introduction à la théorie de l'apprentissage automatique | Bootcamp 2021","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Ts0vec0wg30","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Ts0vec0wg30?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":"d3d3LnlvdXR1YmUuY29tO1VDcmhsd1JRVGZMUTRVZzdremRlYnZDdw==","name":"Bootcamp IID","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Bootcamp+IID","origUrl":"http://www.youtube.com/@bootcampiid7796","a11yText":"Bootcamp IID. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":4474,"text":"1:14:34","a11yText":"Süre 1 saat 14 dakika 34 saniye","shortText":"1 sa. 14 dk."},"date":"11 mayıs 2021","modifyTime":1620691200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Ts0vec0wg30?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Ts0vec0wg30","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":4474},"parentClipId":"13110135798110687669","href":"/preview/13110135798110687669?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/13110135798110687669?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"17457939002291591673":{"videoId":"17457939002291591673","title":"Bootcamp IID 2023 - \u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]'\u0007[apprentissage\u0007] par renforcement","cleanTitle":"Bootcamp IID 2023 - Introduction à l'apprentissage par renforcement","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=gZwmHSDq6xk","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/gZwmHSDq6xk?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":"d3d3LnlvdXR1YmUuY29tO1VDQlFqQjl3NHl2bEJlYmZRQXdLNlI4UQ==","name":"IID - Institut intelligence et données, ULaval","isVerified":false,"subscribersCount":0,"url":"/video/search?text=IID+-+Institut+intelligence+et+donn%C3%A9es%2C+ULaval","origUrl":"http://www.youtube.com/@iid-ulaval","a11yText":"IID - Institut intelligence et données, ULaval. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3480,"text":"58:00","a11yText":"Süre 58 dakika","shortText":"58 dk."},"date":"31 mayıs 2023","modifyTime":1685491200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/gZwmHSDq6xk?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=gZwmHSDq6xk","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":3480},"parentClipId":"17457939002291591673","href":"/preview/17457939002291591673?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/17457939002291591673?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"16621843202534354521":{"videoId":"16621843202534354521","title":"\u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007] et scikit-learn | Bootcamp 2021","cleanTitle":"Introduction à l'apprentissage automatique et scikit-learn | Bootcamp 2021","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=qNGzPaobKsQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/qNGzPaobKsQ?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":"d3d3LnlvdXR1YmUuY29tO1VDcmhsd1JRVGZMUTRVZzdremRlYnZDdw==","name":"Bootcamp IID","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Bootcamp+IID","origUrl":"http://www.youtube.com/@bootcampiid7796","a11yText":"Bootcamp IID. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":9460,"text":"2:37:40","a11yText":"Süre 2 saat 37 dakika 40 saniye","shortText":"2 sa. 37 dk."},"date":"11 mayıs 2021","modifyTime":1620691200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/qNGzPaobKsQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=qNGzPaobKsQ","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":9460},"parentClipId":"16621843202534354521","href":"/preview/16621843202534354521?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/16621843202534354521?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3870996291561059622":{"videoId":"3870996291561059622","title":"Les sciences «-omiques» et \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007]","cleanTitle":"Les sciences «-omiques» et l'apprentissage automatique","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=QYKObjRsxhs","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/QYKObjRsxhs?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":"d3d3LnlvdXR1YmUuY29tO1VDQlFqQjl3NHl2bEJlYmZRQXdLNlI4UQ==","name":"IID - Institut intelligence et données, ULaval","isVerified":false,"subscribersCount":0,"url":"/video/search?text=IID+-+Institut+intelligence+et+donn%C3%A9es%2C+ULaval","origUrl":"http://www.youtube.com/@iid-ulaval","a11yText":"IID - Institut intelligence et données, ULaval. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":3866,"text":"1:04:26","a11yText":"Süre 1 saat 4 dakika 26 saniye","shortText":"1 sa. 4 dk."},"date":"12 mar 2021","modifyTime":1615507200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/QYKObjRsxhs?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=QYKObjRsxhs","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":3866},"parentClipId":"3870996291561059622","href":"/preview/3870996291561059622?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/3870996291561059622?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3813745011190285289":{"videoId":"3813745011190285289","title":"Atelier 8 : "Python - \u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007]"","cleanTitle":"Atelier 8 : "Python - Introduction à l'apprentissage automatique"","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=wdgy2GINkZQ","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/wdgy2GINkZQ?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":"d3d3LnlvdXR1YmUuY29tO1VDVFFjbklqNFFXRGRib3dEYmJTNlBxdw==","name":"IVADO","isVerified":false,"subscribersCount":0,"url":"/video/search?text=IVADO","origUrl":"http://www.youtube.com/@IVADO","a11yText":"IVADO. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":5051,"text":"1:24:11","a11yText":"Süre 1 saat 24 dakika 11 saniye","shortText":"1 sa. 24 dk."},"date":"11 şub 2022","modifyTime":1644537600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/wdgy2GINkZQ?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=wdgy2GINkZQ","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":5051},"parentClipId":"3813745011190285289","href":"/preview/3813745011190285289?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/3813745011190285289?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"6474646120898260921":{"videoId":"6474646120898260921","title":"Contrôle et \u0007[apprentissage\u0007] \u0007[automatique\u0007] - Enrique Zuazua","cleanTitle":"Contrôle et apprentissage automatique - Enrique Zuazua","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=ariRB2u_ErM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/ariRB2u_ErM?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":"d3d3LnlvdXR1YmUuY29tO1VDRERzZjJZV2dKN3Q5V2dEc2Y1MmZyQQ==","name":"FAU Chair Dynamics, Control, Machine Learning...","isVerified":false,"subscribersCount":0,"url":"/video/search?text=FAU+Chair+Dynamics%2C+Control%2C+Machine+Learning...","origUrl":"https://www.youtube.com/channel/UCDDsf2YWgJ7t9WgDsf52frA","a11yText":"FAU Chair Dynamics, Control, Machine Learning.... "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":6198,"text":"1:43:18","a11yText":"Süre 1 saat 43 dakika 18 saniye","shortText":"1 sa. 43 dk."},"date":"25 mar 2022","modifyTime":1648166400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/ariRB2u_ErM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=ariRB2u_ErM","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":6198},"parentClipId":"6474646120898260921","href":"/preview/6474646120898260921?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/6474646120898260921?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3146647488319766122":{"videoId":"3146647488319766122","title":"\u0007[Apprentissage\u0007] \u0007[automatique\u0007] : une \u0007[introduction\u0007]","cleanTitle":"Apprentissage automatique : une introduction","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=rCPbZzWQlek","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/rCPbZzWQlek?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":"d3d3LnlvdXR1YmUuY29tO1VDNDNYcHMwLWRYVW5YWFBLTDB1Xy1Pdw==","name":"Statistique Canada","isVerified":true,"subscribersCount":0,"url":"/video/search?text=Statistique+Canada","origUrl":"http://www.youtube.com/@StatistiqueCanada","a11yText":"Statistique Canada. Kanal onaylı"},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":799,"text":"13:19","a11yText":"Süre 13 dakika 19 saniye","shortText":"13 dk."},"views":{"text":"1,4bin","a11yText":"1,4 bin izleme"},"date":"23 haz 2021","modifyTime":1624406400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/rCPbZzWQlek?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=rCPbZzWQlek","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":799},"parentClipId":"3146647488319766122","href":"/preview/3146647488319766122?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/3146647488319766122?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"12576607639306250336":{"videoId":"12576607639306250336","title":"Atelier 8 : "R - \u0007[Introduction\u0007] \u0007[à\u0007] \u0007[l\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007]"","cleanTitle":"Atelier 8 : "R - Introduction à l'apprentissage automatique"","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=ZkW-AZSklmo","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/ZkW-AZSklmo?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":"d3d3LnlvdXR1YmUuY29tO1VDVFFjbklqNFFXRGRib3dEYmJTNlBxdw==","name":"IVADO","isVerified":false,"subscribersCount":0,"url":"/video/search?text=IVADO","origUrl":"http://www.youtube.com/@IVADO","a11yText":"IVADO. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":7750,"text":"2:09:10","a11yText":"Süre 2 saat 9 dakika 10 saniye","shortText":"2 sa. 9 dk."},"date":"11 şub 2022","modifyTime":1644537600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/ZkW-AZSklmo?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=ZkW-AZSklmo","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":7750},"parentClipId":"12576607639306250336","href":"/preview/12576607639306250336?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/12576607639306250336?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"436088735578942379":{"videoId":"436088735578942379","title":"\u0007[L\u0007]'\u0007[apprentissage\u0007] \u0007[automatique\u0007] expliqué!","cleanTitle":"L'apprentissage automatique expliqué!","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=kidmjA20eqE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/kidmjA20eqE?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":"d3d3LnlvdXR1YmUuY29tO1VDQjBPMW02Q1pYVG5IOWFmZ0V5c2ZMdw==","name":"le saviez-vous?","isVerified":false,"subscribersCount":0,"url":"/video/search?text=le+saviez-vous%3F","origUrl":"http://www.youtube.com/@lesaviez-vous4060","a11yText":"le saviez-vous?. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":135,"text":"2:15","a11yText":"Süre 2 dakika 15 saniye","shortText":"2 dk."},"date":"1 mar 2020","modifyTime":1583020800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/kidmjA20eqE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=kidmjA20eqE","reqid":"1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL","duration":135},"parentClipId":"436088735578942379","href":"/preview/436088735578942379?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","rawHref":"/video/preview/436088735578942379?parent-reqid=1765312225853477-8911600579976536006-balancer-l7leveler-kubr-yp-vla-251-BAL&text=Intro+%C3%A0+l%27apprentissage+automatique+-+ULaval","isEmbedOnly":false,"shouldPlayInstreamPreroll":false}}},"viewer":{"_isInitial":false,"clips":{"items":{},"dups":{},"loadingStatus":"None"},"internal":{"videoId":"","sandboxEventPrefix":"sandbox:","sandboxVersion":"0x001cd987dbd","isEmbedded":false,"from":"yavideo","service":"ya-video","hbPeriod":30,"table":"video_tech","isInstreamDisabled":false,"nonce":"9116005799765360067251","errorList":[],"isAdultAdv":false,"isImportantCommonAdv":false,"shouldShowAdvId":false,"advConfig":{"under-player":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"under-player-lite":{"regular":{"default":"R-I-48058-728"},"adult":{"default":"R-I-474674-103"}},"under-player-old":{"regular":{"default":"R-I-48058-725","mail":"R-A-13411721-6"},"adult":{"default":"R-I-474674-114","mail":"R-A-13426421-6"}},"video-list":{"regular":{"default":"R-I-48058-708","mail":"R-A-13411721-2"},"adult":{"default":"R-I-474674-101","mail":"R-A-13426421-2"}},"search-list":{"regular":{"default":"R-I-48058-715","mail":"R-A-13411721-3"},"adult":{"default":"R-I-474674-108","mail":"R-A-13426421-3"}},"search-grid-row":{"regular":{"default":"R-I-48058-718","mail":"R-A-13411721-4"},"adult":{"default":"R-I-474674-109","mail":"R-A-13426421-4"}},"search-grid-head":{"regular":{"default":"R-I-2120168-7"}},"search-list-right":{"regular":{"default":"R-I-8843654-1"}},"before-player-old":{"regular":{"default":"R-I-2120168-1"}},"before-player":{"regular":{"default":"R-I-2120168-1"}},"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":"Intro à l'apprentissage automatique - ULaval","queryUriEscaped":"Intro%20%C3%A0%20l%27apprentissage%20automatique%20-%20ULaval","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"}}}