{"pages":{"search":{"query":"資料科","originalQuery":"資料科","serpid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","parentReqid":"","serpItems":[{"id":"11242132338989557097-0-0","type":"videoSnippet","props":{"videoId":"11242132338989557097"},"curPage":0},{"id":"5336320895876870592-0-1","type":"videoSnippet","props":{"videoId":"5336320895876870592"},"curPage":0},{"id":"10354590263252252410-0-2","type":"videoSnippet","props":{"videoId":"10354590263252252410"},"curPage":0},{"id":"14491178960829504973-0-3","type":"videoSnippet","props":{"videoId":"14491178960829504973"},"curPage":0},{"id":"R-I-113683-5-0-4","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":4,"grab":"dOizh+aWmeenkQo=","statId":4,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","ui":"desktop","yuid":"1348220881765259420"}}},"isAdult":false,"position":4,"placement":"empty"},"curPage":0},{"id":"6402440414291716745-0-5","type":"videoSnippet","props":{"videoId":"6402440414291716745"},"curPage":0},{"id":"11148804793632705430-0-6","type":"videoSnippet","props":{"videoId":"11148804793632705430"},"curPage":0},{"id":"9271741217677950929-0-7","type":"videoSnippet","props":{"videoId":"9271741217677950929"},"curPage":0},{"id":"11451183499670210964-0-8","type":"videoSnippet","props":{"videoId":"11451183499670210964"},"curPage":0},{"id":"14593249128056429583-0-9","type":"videoSnippet","props":{"videoId":"14593249128056429583"},"curPage":0},{"id":"3759078444737104167-0-10","type":"videoSnippet","props":{"videoId":"3759078444737104167"},"curPage":0},{"id":"R-I-113683-5-0-11","type":"direct","props":{"advRsyaActivateParams":{"pcodeParams":{"blockId":"","renderTo":"","pageNumber":11,"grab":"dOizh+aWmeenkQo=","statId":11,"darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","ui":"desktop","yuid":"1348220881765259420"}}},"isAdult":false,"position":11,"placement":"empty"},"curPage":0},{"id":"17224950578585760994-0-12","type":"videoSnippet","props":{"videoId":"17224950578585760994"},"curPage":0},{"id":"14209478499620150160-0-13","type":"videoSnippet","props":{"videoId":"14209478499620150160"},"curPage":0},{"id":"16804520170474807548-0-14","type":"videoSnippet","props":{"videoId":"16804520170474807548"},"curPage":0},{"id":"5221272225619616291-0-15","type":"videoSnippet","props":{"videoId":"5221272225619616291"},"curPage":0},{"id":"12549013834964699486-0-16","type":"videoSnippet","props":{"videoId":"12549013834964699486"},"curPage":0},{"id":"10540217136283322859-0-17","type":"videoSnippet","props":{"videoId":"10540217136283322859"},"curPage":0},{"id":"12488475848335791552-0-18","type":"videoSnippet","props":{"videoId":"12488475848335791552"},"curPage":0},{"id":"2134127276492542573-0-19","type":"videoSnippet","props":{"videoId":"2134127276492542573"},"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":"dOizh+aWmeenkQo=","darkTheme":false,"lazyLoad":false,"extParams":{"reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","ui":"desktop","yuid":"1348220881765259420"}}},"isAdult":false,"position":0,"placement":"search-list-right"},"curPage":0}],"isAdultQuery":false,"errorList":[],"layout":"list","retpath":"https%3A%2F%2Ftwitter.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3D%25E8%25B3%2587%25E6%2596%2599%25E7%25A7%2591"},"main":{"_isInitial":true,"snippets":[],"serpFooter":{"linksGroups":[]},"isLoggedIn":false,"tags":[]}},"internal":{"nonce":"2014920846807875957114","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,"bg-bert-video":1,"use-src-imagesp_misspell":1,"use-src-imagesultrap":1,"use-video-apphost-pre-templates":1,"use-src-videop_misspell":1,"use-video-apphost-post-templates":1,"use-src-imagesquickp":1,"enable_video_carousels":"1","restrict-max-docs":"1000","use-images-region-setup":1,"use-post-auto2":1,"use-images-settings-setup":1,"use-src-ugc_favorites":1,"video_vitrina_disable":"0","use-images-user-setup":1,"use-video-pre-search-data":1,"begemot-no-suggest-history":1},"video_depot_viewer_masthead_ssr_only":1,"video_blender":1,"video_search_grid_enable":0,"video_viewer_desktop_fix_d2d_scroll":1,"video_depot_viewer_legacy_counters":1,"video_search_grid_direct_start":3,"video_adv_new_show_rules_docs_count":1,"beauty_header_futuris_tab":9,"video_related_suggest_enable":1,"video_redirect_plug":2,"video_adv_grid_inplace":1,"distr_popup_on":1,"dark_theme_desktop_default_pref":"system","video_search_toggle_enable":1,"video_depot_viewer_related_adv_margin":400,"video_viewer_doc2doc_instant_load":1,"velocity_split_hydration":4,"video_duration_counter_new_format":1,"video_force_grid_on_premordie":1,"int_online_summarization_video_snippet":1,"video_morda_header_nav":1,"video_nohost_full_filter":1,"distr_pcode_off":1,"video_baobab_blockstat":1,"video_thumb_poster_full":1,"video_scrollpages":2,"video_serp_desktop_block_design":1,"video_nohost_youtube_filter":0,"video_viewer_host_link_mode":1},"slots":["1419615,0,74;1407488,0,70;1426276,0,61;1410881,0,20;1402154,0,56;1436972,0,77;1437735,0,58;1436026,0,38;1429981,0,58;1312966,0,41;1152685,0,58;1434895,0,30;1419696,0,84;1408799,0,77;260554,0,94;123842,0,96;1418739,0,95;1433377,0,21;1434149,0,27;1425772,0,11;1417827,0,4;1432897,0,1;1430621,0,17;1431233,0,29;1419907,0,35;1430505,0,0;1064472,0,8;1425586,0,30;1421869,0,67;1432055,0,46;1429765,0,78;45962,0,12;461653,0,28;1422263,0,66;912221,0,52;1435632,0,32;1175955,0,12;972818,0,45;151171,0,89;126330,0,9;1281084,0,78;287509,0,85;1350547,0,24;912285,0,43"],"isYandexNet":false,"platform":"desktop","isEnLogo":true,"retpath":"https%3A%2F%2Ftwitter.yandex.com.tr%2Fvideo%2Fsearch%3Ftext%3D%25E8%25B3%2587%25E6%2596%2599%25E7%25A7%2591","mordaUrl":"//yandex.com.tr/","videoSearchUrl":"https://twitter.yandex.com.tr/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91","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":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","backUrl":"//ya.ru","url":"https://twitter.yandex.com.tr/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91","isIntegrationTest":false,"isEndToEndTest":false,"shouldDropLogs":false,"seo":{"title":"資料科: 2 bin video Yandex'te bulundu","description":"\"資料科\" sorgusu için arama sonuçları Yandex'te","shareTitle":"資料科 — Yandex video arama","keywords":"yandex video, video araması, çevrimiçi izle, dizi, film, müzik klipleri","hasPorno":0},"isEmbedded":false,"isPumpkin":false,"sessionCsrfToken":"y184863f38c28ab6e0893150c15638f0c","reportFeedbackBaseProps":{"initEmail":"","metaFields":{"userAgent":"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)","userTestids":"1419615,1407488,1426276,1410881,1402154,1436972,1437735,1436026,1429981,1312966,1152685,1434895,1419696,1408799,260554,123842,1418739,1433377,1434149,1425772,1417827,1432897,1430621,1431233,1419907,1430505,1064472,1425586,1421869,1432055,1429765,45962,461653,1422263,912221,1435632,1175955,972818,151171,126330,1281084,287509,1350547,912285","queryText":"資料科","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","userRegionName":"","userRegionId":"function() {\n return this._region.id;\n }","yandexuid":"1348220881765259420","uid":"0","isChildAccount":false}},"userTestids":"191768,238743,246500,253288,265553,270072,277807,274239,294077,310194,278842,331010,338398,378416,359879,415420,571985,644350,652605,645301,679708,689693,690449,696466,696473,698168,722746,740796,776165,771230,781521,790415,801982,851450,886706,883477,900639,931367,937268,969063,935488,945314,989988,982463,991363,990185,1015567,1011895,1035320,1033956,1035241,1036046,1087297,1060131,1071879,1078818,1077703,1116602,1045814,1131637,1144233,1151726,1156933,1174275,1173000,1167408,1202006,1194718,1221235,1228280,1239596,1227266,1226860,1246754,1276447,1289213,1316370,1313283,1321224,1300570,1320679,1352408,1342688,1344637,1341968,1345362,1343279,1367583,1336673,1348424,1382036,1391511,1384451,1402882,1407422,1417605,1424780,1429092,1438701,1437540,1299604","regionId":20815,"isYaRu":false,"shouldUnmountSearchPageInViewer":false,"videoGlobalContext":{"platform":"desktop","isPumpkin":false,"language":"tr","user_time":{"epoch":"1765259439","tz":"America/Louisville","to_iso":"2025-12-09T00:50:39-0500","__is_plain":1},"isHermione":false,"shouldStubImages":true,"enableVideoPreviewInHermione":false,"reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-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":"1419615,1407488,1426276,1410881,1402154,1436972,1437735,1436026,1429981,1312966,1152685,1434895,1419696,1408799,260554,123842,1418739,1433377,1434149,1425772,1417827,1432897,1430621,1431233,1419907,1430505,1064472,1425586,1421869,1432055,1429765,45962,461653,1422263,912221,1435632,1175955,972818,151171,126330,1281084,287509,1350547,912285","queryText":"資料科","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","userRegionName":"","userRegionId":"function() {\n return this._region.id;\n }","yandexuid":"1348220881765259420","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":"2014920846807875957114","disableDoc2DocHostLink":false,"shouldHideChannelLink":false,"disableChannelLink":false,"enableSlowBufferingAlert":false,"enableSlowBufferingAlertDedup":false,"userConnectionRtt":162,"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":"1348220881765259420","ugcCsrfToken":"","family":1,"isChild":false},"config":{"skinMode":"system","skin":"light","version":"releases-frontend-video-v1.1728.0__08d7da8c2bad1b707ab3442285ef2d22c008371a","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":"twitter.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":{"11242132338989557097":{"videoId":"11242132338989557097","docid":"34-0-17-Z0F1B590BE575423A","description":"淺顯易懂的講述Data Mining方法學...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2973895/3b523149cb53088fb98b04a5ee4a546d/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/aW1RAQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"0","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D-VEQSdw2amM","linkTemplate":"/video/preview/11242132338989557097?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"【資料科學課程】資料探勘 Day 1","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=-VEQSdw2amM\",\"src\":\"serp\",\"rvb\":\"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_E6VBggQkAYAEKyqLARABGniB_vn1Bf0DAPv-DQT7Bv0C6wP8-vv__wD4_f4DBQL_APUI9gMKAAAA-hAD_gYAAAAC_v329P0BAA4FC_wFAAAA_fACAgIAAAAHB_8C_gEAAP_8CfsDAAAADv4BCAAAAADyCwIBBPr4BAUH_v4AAAAA9fT7_wAAAAAgAC3W8t47OBNACUhOUAIqhAIQABrwAX_eCQHV-9b_-gnxANoM6wGH7hv_GSHlAMr8HACu9uoA3BkFAOwQ7QAu3CMA4zgN_wT48QAQ8QsBJAPm_ykgCQAF8AcBRA3-_x7g9AHX7OD-8v31_uz-Gf_hBg__Kv0M__oECPzgA-__9swMAh3ZBf8lBQ0CBewH__b5Avz3-PX-5wPrAOHh_AIXDuX_z_8bARDg8P32BtwAABgLBFYA-gD-5BT97w7zAhQaBgX56vT7Fu38-gzz_fzsCx8D-g_xAxQVGfwM-uQBBwf3ABjY9AQ14v76APv29QX68f0Oxxf65RMAAv8TFvW2HPkHCe_49yAALTLpLTs4E0AJSGFQAirPBxAAGsAHKBDeviSHPr27XJm9_RwZPCu6mrw7M2I7jtm4veIQIL1mUEi9S2fxPMeSAzuy2VG90nKQvv2ufj1cEQ26UTAzPvqAmzuR50Q9VY35POQGC7zI9SW7T3iRvmcVTD2p5ou6sRngPYyRWzwwwWO7O5UCPZ9EOjwntBM7qv-NvdaDs73Unee8OWzBvaTF2b06Yw48lX8NPqKkVr2xVV08NHC2PGb5ij2n-h89FqwnPHG1qTz7xCa7AjBZPTn5Q70kGD29WkqGPisl1TyIhM67U9DtvR8yQL2R1568uzalPeKb3DySMMK8O-WsvXp-hzwiiV48mJLLvdDs-rzfuUG9o5LaPZqOpTwC0fg83ASpPYO_3z0cMam8HtKpvRbyzjpeMqk8vG1QPZAl_7spabS8g_G9Pcn31rzueJM9lsUOPYGZmj3_x0-7cO-1vVjbiTlHnW-8sR1nvSu6Gj04CW-8E7ysPXAk0D3690-8hcyKPWeUg70nn4M8XmO8vQXMEr1eJcS7wtbRPAVIiT2ZHdg8fqqKvdthHb3do4o7jaRVuyYMlDw5t-g7ReX0O6hmoDxZw4U83AqGvXuR_7w1n0684k-evA5tm7yKfV08NcO3PYBTDj2mJJA8GebkPUJ9Br2thwA6xr6JPY9u57s9op07r2Z4vC03kj2eVQ87n53Cuz92mDkbs_S6tGBYPc_56TzEL6s6xK4SvQ_CUj2ehyg6VPqePZroOL14Wk84fEhTPBXMEz1TGCq6nai-ugPZkb0aSgi6fCvSPOo4o7w7_cE5u87tO1OFFT2Cb7-39oYxPDwT2r352x45TkgGPagpeD2MXR038wqfPUbvlLxy39K4uE6tPDGVXj2cRo44YGz-ORgHV70RYts3TurwPJNojzrihSE3_YqQvOk9-ryHj4C5ioJPvJorfj1EZbE4dOeevczAN72axZW4-acvPGIgmby9kO242FmAu_ds47rdgME3w4AlPOeOjr3DZnI5t89PvMkIg7zvt6Q4sOmcvHY2BD7X8123-lgLvfH1lT1pxvO4AicgPbOGQTzfJEW3aww6PGcikbw9vlY5hyw3vd6bNrsdaI432peHPV1nqruw5pc4Th11vJDU5zyj39EyAmFMvGy14rx2IjI4raf2PbPqmLx7Ozq5gUEOvPz5G73jJR24-KcEPlWcD73ag5c2lNmFvEw-UbxPeBC3XKihPX3ElL24oZY3uEAdPRzCgjy99pc48jYgPZEZnj3jHGK4dR5VvZTZoLx_KUo3cUExPY5KsD1DQMo3IAA4E0AJSG1QASpzEAAaYEYaADEMYgcGDxzrB_37IPzW_hPhxuv_Lu0ANCbyJuwD-LPp1_8X9RHqqQAAAB8Y0v4DAMFzUwLEPu8u5eiVBPoNfwk0IdfVJcWpDQPq_A8WOvctKwDf_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_AACYwQAAAAAAAAhCAACgQQAAJMIAANjBAACQwgAAyMEAAFBCAAAIwgAAUMIAAJBBAABcQgAAgD8AAIBAAACQwQAAqMEAAIpCAACAQAAAYEEAAOBBAACAQAAAeMIAAI5CAACIQQAA2EEAAMDBAAAAwAAAYMEAAGjCAABAQgAAAAAAAGjCAACAvwAAUMEAAJBBAABAQQAAMEEAAJjBAACgwQAAKEIAANDBAAAAQQAAiEEAAKBAAABwwgAAsEEAACDBAADCwgAAPMIAALjBAABoQgAAoEEAAHDBAADAQQAAyEEAABRCAABwwQAA0MEAACRCAADIwQAAQEEAABjCAACwQQAAAMEAACBBAAAswgAATEIAAJTCAACQQgAAwMAAAEDAAACYwQAAKMIAADBBAACAQQAAAEIAAPhBAACAPwAAwEAAAIDBAACGQgAATEIAAKhBAABQQQAAQMAAABBBAADwwQAAiEEAAAAAAAC6wgAA0MEAAIC_AACIQQAAwEEAAKLCAAAcwgAAgEIAALjBAABwQQAAJMIAAIBAAACQQQAA8MEAACBBAAD4QQAAUMIAAEDBAAD4wQAAwEEgADgTQAlIdVABKo8CEAAagAIAALi9AABQvQAAgj4AAKC8AACIvQAABD4AAHC9AAABvwAAmD0AAHC9AAB0PgAAiL0AAMi9AADgPAAAqL0AAOA8AABUPgAAcL0AAHA9AACqPgAAfz8AAFw-AAAQvQAAND4AADC9AAAQPQAA2L0AABA9AACgPAAAcD0AAIg9AACgPAAAiL0AAIC7AACYvQAAcL0AAHA9AAC4vQAAfL4AAFy-AACAOwAA2L0AAIA7AACovQAA-L0AAHC9AACWPgAAcL0AACy-AACOvgAAgLsAADQ-AACCPgAALD4AAGy-AABAvAAAIT8AAIi9AADoPQAA-D0AAHC9AABcPgAAQDwAAPi9IAA4E0AJSHxQASqPAhABGoACAAD4vQAAED0AAIA7AAApvwAAQLwAADA9AACoPQAAiL0AADS-AACKPgAABL4AAMi9AADovQAATL4AAEC8AACgvAAAiL0AACk_AAAQvQAAsj4AAAy-AABQvQAADL4AAMi9AACAuwAAoLwAAEC8AAAwvQAAcL0AAJg9AADgPAAAcD0AAKg9AACovQAAMD0AAHC9AAAsPgAAoDwAAGS-AACIPQAAgLsAAEC8AAC4vQAAQDwAAFS-AAAMvgAAf78AALi9AACAuwAAJD4AABw-AAD4vQAAMD0AADA9AADoPQAAoLwAAIC7AACYPQAA6L0AAEw-AAC4PQAAmD0AALg9AAAwPSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=-VEQSdw2amM","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["11242132338989557097"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"5336320895876870592":{"videoId":"5336320895876870592","docid":"34-9-6-ZB435D68352372D80","description":"完整的資料科學訓練 : 數學、統計、 Python、 用 Python 實現進階統計、機器學習和深度學習 詳細課程介紹 https://softnshare.com/the-data-scien... ❤️ to author : This preview video is part of the free preview offered on Udemy. We put the...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4303881/c3ae3a72bcb0e998130c9b0950db3fab/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/nIJKLgEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"1","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DqIgYlSov-BY","linkTemplate":"/video/preview/5336320895876870592?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"2025 資料科學課程 : 完整資料科學訓練營","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=qIgYlSov-BY\",\"src\":\"serp\",\"rvb\":\"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_QQA8AML-_wBAAH2A_34-f39AP34AQL_Bf4A5wH49gD_AAD6CvsDAgAAAPsL-v_8_gAAEQcBDPYAAAD87Pr5AAEAAAYL-v3-AQAAAAUI-AP_AAASBAH9_wAAAPoVCP3-_wAABQz5AwAAAAD06_gFAAAAACAALbR03Ds4E0AJSE5QAiqEAhAAGvABf_v0Adb7-f_h-O7_5PnlAIIiCv5WG-AByOooAMAD4wDmLhoA3AIfARUbBAC9KRsB8fDgACkWF_8Ewgf_O_sAAO8QDQBs3RIBMRv0__4C-P_nFQb-I_wB_xAFCf0fF_b-FAAp_Qj73AH39N4GGA0P_zI-BgABECT9AAEP_NgJ9wLlA-gABQj2APEO6vgDCy_-GvLPAhYt2P_gMQUDIOEIAuPvFf8T9t8AMwjz-_T9BAH28wj6M_cCCOX58wkNHPT54BIOAQYK7wb0A_n-CNjl-S3kAQff5fMJHRPq_-rZAgn5HfYE9hsVAwUTCAQWA_0AIAAtY8sdOzgTQAlIYVACKnMQABpgVgsADOlzGwAKC-geABMd8Ofg9OrMCf8Q5wAi_e399f3Qrw39_yT9JuWkAAAAE_Pw_hQA2n8H8NQr5D731IoNIkpzBCpHysYOyvQAHALY6PMmKgwpAPHyuylM8eo_QQUWIAAtmiEgOzgTQAlIb1ACKq8GEAwaoAYAAEjCAACAvwAABEIAAILCAADAQAAAPMIAADBBAADgwAAAAMMAAEjCAABsQgAAiEEAAGDCAACAvwAAcEEAAFDCAAAcwgAAgEEAAOBBAAAgwgAAQEEAAMjBAACgQAAAMMEAAAAAAACwQQAApMIAAMBAAADYQQAA8EEAAADBAACwQQAANMIAAAAAAACmwgAAGMIAAJjBAAC4QgAAKEIAAPBBAACIwQAAEEEAAEBAAACCQgAAAEAAAETCAACwwQAAEMEAAOhBAACWwgAAisIAAFBBAABgwQAAIMEAAADCAACgwAAAyMIAAIhCAAAMQgAAmEEAACDBAADgQQAAsEEAAOjBAAAAQAAA-EEAAFzCAABwwQAAKMIAAGzCAAD4wQAADEIAANBBAABAQQAAMMEAANjBAAAQwQAAgL8AADBBAABcwgAAGMIAAMBBAADwQQAAaMIAACRCAADAQAAAAEAAAIhBAACQQQAAlkIAAEjCAABcQgAAjEIAAJjBAAAkQgAAmsIAAGDBAABgQgAAoMAAAADCAAAQwgAAwMAAACxCAAD4wQAAwMEAACBCAABcwgAA8EEAALBBAACgwAAApEIAABjCAACAQQAAsMEAAERCAAC4QQAAMMEAACzCAAAAQQAAYMEAAGBBAADAwAAAgEAAAMjBAADoQQAAQEAAAGDBAADIwQAAIMIAACDCAABsQgAAVEIAAATCAABsQgAAkEIAAOBBAADAQAAAQEIAABDCAABAQQAAcMEAAODBAACIQQAATEIAAJBCAAAcQgAA8EEAAITCAADAwQAA0EEAAIjBAAAEwgAABMIAADzCAACcwgAAeMIAAIrCAABAQQAAkMEAAIpCAAAAwAAAFEIAAKjBAABgQQAAAAAAAKjBAACGQgAABEIAAHBCAAAwwQAAQMIAAHhCAADYQQAAkMEAAOhBAACAPwAAgL8AAGjCAADgwAAAnEIAAETCAAC4wQAAgMAAAIC_AADAwAAAwEAAAHDBAADGQgAAAEIAAHRCAACMwgAAqMEAAKrCAADgQAAAgD8AAERCAACQwQAAwMAAAEjCAAAQwiAAOBNACUh1UAEqjwIQABqAAgAAmL0AAKi9AAB0PgAAoDwAAKi9AAB0PgAA-L0AAPq-AAAQPQAAQDwAAII-AABAvAAAML0AAHw-AADgvAAA2L0AAJo-AABwvQAAmD0AAK4-AAB_PwAABD4AAOg9AABcPgAA4LwAAHA9AABQvQAA4DwAAHA9AACoPQAAMD0AAOC8AADgvAAAcD0AAOA8AADYvQAAgDsAAPi9AADCvgAAPL4AABC9AACIvQAAgLsAAOi9AAAEvgAAMD0AALI-AABQvQAALL4AAM6-AAC4vQAALD4AAMI-AABUPgAAkr4AAIA7AAAnPwAAQDwAACw-AABUPgAAML0AAPg9AACAuwAAqL0gADgTQAlIfFABKo8CEAEagAIAADS-AACAuwAAgLsAABu_AACAuwAAcD0AAAw-AABQPQAAbL4AADw-AADIvQAAuL0AACS-AAAsvgAAQLwAAKA8AAAwPQAAFz8AADA9AADWPgAAgLsAAOg9AABkvgAAyL0AAFC9AADovQAAcD0AAKi9AACYvQAA2D0AAJg9AABwPQAAyD0AAKi9AABQPQAAiL0AANg9AAAwPQAAfL4AACw-AABAvAAAML0AABA9AACgvAAABL4AAIC7AAB_vwAAqL0AAOC8AACIPQAALD4AAKC8AADIPQAAgLsAADw-AABAPAAAgLsAAHA9AACAuwAATD4AAKC8AABAPAAAQDwAAAw-IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=qIgYlSov-BY","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["5336320895876870592"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"10354590263252252410":{"videoId":"10354590263252252410","docid":"34-5-16-Z5944A49362C45A77","description":"是 Python 新手,一定可以從我們給予的程式實作範例與程式練習題,讓您從 0 到 1,慢慢進入 Python 的世界。","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4099810/b2abf0666a96947c4225df6eeebc18ec/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/NZMBNAIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"2","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DuzInb5gbl4M","linkTemplate":"/video/preview/10354590263252252410?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"給資料科學家的 Python 基礎課","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=uzInb5gbl4M\",\"src\":\"serp\",\"rvb\":\"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_E4rRAYIEJAGABCsqiwEQARp4gfv_Af_7BgD0AwUB-gP_AQQAAAL5__4A-gb_9QIE_gD2BgUBAQAAABAEAAj5AAAA9QQNBPcAAQARBQQEBAAAAA0B9Q79AAAACv0EC_8BAAAI__YJA_8AABX8_P4AAAAA-gUBBQQBAAABB_j6AQAAAAP3CPsAAAAAIAAtxJ_jOzgTQAlITlACKoQCEAAa8AF_AwsC7uzqAesJ8ADv_gABywQX_y8WAv-uAwoAzO_mAOf8AwDkA-4ABugp_yESJwDy_wf_9vQRABXf4AAxKwD_7fYJADYKDgEM2_MA2vX1___tFAD69PwAAgkXATztBv_6B_gB3QfgABbFCAAdAvgEHhkaBPvr_wUR3_0A8QP7AgoA-vrN-PkB__Tw_-AVGQEA5wP64CYC__34CAc0Duj_9fTyAuAG7_wc_wb_5NH4_gnpCvzz5P4E7QodAwfoCgn4DRkC2B3z_v_h7gIK4_8JB_oA9gf3AgQe8vQA3NkMBeECAwcO_gr4vBr6Bvn_A_ogAC2aWzw7OBNACUhhUAIqzwcQABrAB7YTDb8a3UG8hPNpvVrIrTwz3EA9nmKVvJm36j07hcE81L3pPMtnGjwlX0S98epGPYOn8L1aYoo8U4AePf29dD6SVEu9A7HsPD8pibz3MVA9SQJDvEIhR73REyU9oQfIPKg1zT1zqcC8xWvDvIFqcj3m0Wg9GnWjvF0Xvr1dlqW8ks1Vvc6MTr4rLF29QAgWvGKJQj3-gMc8sj_aPPthX7tkEM48cVBHPasQBzypdwc9I3z5vH-D1j1NCtg8R9Fau1pKhj4rJdU8iITOu0PHPTq42Sm92VqfvFQpnD00ok-9TJaJvKnyIr2MJmG9Ja34PLeLH72HicY8_3tLvPXVtT07GFa8gg6EPORm-D1mTOE9GCPUO-CgPb31keU8uG-aPLaEDD44Z0Q8zW97u_RsEzopMFM8uvIePbYfmr1ta6A9Iw2TvHhi1r1T59G8RA1wPJaVJr6x0cM9QJvBupfe47zu8d08pWG-u_eCJT1tdl-9I39VuzOK5b2aCFu90u_vO084oD12wqs9Pt4UPJaYIr0IJQe95ZZ7PDpvaD03O608YfaXvIpknj0gLhQ9eGa8upFk9j1po1-8AJOSu8R7zj2FNa-9hxWPO0t9xD22cmU8rtCsPL_t7jz_TFO9xMGUu8D6ibyH1lS8pYGEPCBmar0ofFs8GawVPBAfmL2OyBc9g1Dau0YOjD3FlAO9_DFvO63O-zwPl9y8HDyXOoeucDj873O7PMXkuu3Par3V_5686vl7uoh6izx0Yqy60A5tuiOXKT3ak3s9POOwOLcp_Tp_ukY9NfpOOdIPNL3B7Hm94EcauGTriT34gXU89RleuDRlpzxTDEo7RBdZud-7Mj27r-88KxTjtzpK1DwKxRG9evMGO4J1_D069y091QefuC3uPz08BVo63xHluK6v_zzqQqw6c8Ldt1ZYur0dxgk8ndW2uccixz2m4pA8-LagucGBej3BaaY859jXOEUO0T0pI-694iy_OdUI_b3Y7oO8SJm0uLUhNbwvy_C6XESeuAasi7zGdBy9BqUiuEgYxjzMMOQ8pcZiOGf4qrxhybC87CeNOD-SDb0rFAg8dcfEOADKujyAF4w9eEuCOCeCXbuAIMo8Xz4tuCUkDjxsKJC8iU7FN8eiSLupwh-9zUg3OGCQdL31XZs8lKQYuI5KkD1-HI296RY1OK20Nr0P_rS8qEqwt97oXj145YS9QVK0uM595js8H5Q9vRK_OCcRIT1eOGY9tuOruBfx3bxfpFs6GIbzt2pEij3KJFk9KepTuCAAOBNACUhtUAEqcxAAGmAtFwAfDSwa9xkS4gcBDBHg9iMM4tfwAB_oACYTBSEV8uPOFBEA-R3z-MYAAAAtCeME6ADeUTHo9SYXCvHpwOAIDn_lBBop3xDhvRwqG9EIC_oWGxIA7jG4-0MXIyzz9RIgAC1Hek07OBNACUhvUAIqrwYQDBqgBgAACEIAAIDBAAB8QgAAJMIAAEDBAABAQgAALEIAAMjBAAAAwwAA8MEAAKhBAABEQgAAOMIAAADAAACOQgAAsEEAAEDBAAAAwgAAUMEAACxCAABAQAAAEMEAAGDCAACYQgAAnkIAAKjBAACAvwAAVMIAAPBBAACSQgAAyEEAAAxCAACgQAAAQMAAANDBAADYQQAAIMEAAPpCAADgQQAA4EEAAFhCAACgQQAAIMEAAJBBAABQQQAA4EAAACBBAAAAQQAAwkIAAIC_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-AADoPQAAFL4AADw-AABEvgAAEb8AAJg9AACYvQAAtj4AAOC8AABQPQAAPD4AAIC7AACovQAAdD4AABC9AABwPQAAbD4AAH8_AACoPQAAcL0AAFw-AADgvAAAiL0AAFC9AACIvQAAqD0AAFC9AACIPQAA6L0AABC9AACoPQAA2D0AAJi9AACAuwAAJL4AAIq-AAAEvgAA4LwAADA9AABAvAAA6L0AACS-AACovQAA0j4AAOA8AAAkvgAAmr4AAAy-AAAUPgAAgj4AAKg9AACmvgAAoDwAADU_AABQvQAAPD4AALg9AACAuwAABD4AAIA7AADIvSAAOBNACUh8UAEqjwIQARqAAgAAvr4AABw-AAAwvQAAA78AABC9AAA8PgAAbD4AAKg9AADovQAAsj4AABy-AACoPQAAmL0AAEQ-AACovQAAQDwAAIi9AAArPwAABL4AANo-AABAPAAAQLwAANi9AABwvQAAXL4AADS-AADIPQAAgDsAAKA8AADIPQAAuD0AAEA8AABQvQAAEL0AAAw-AABwvQAAkj4AAHA9AAA0vgAAgLsAAEC8AACAuwAAqD0AADC9AACYPQAAUD0AAH-_AACYPQAAyD0AANg9AACGPgAAND4AAGw-AACSPgAAVD4AALg9AABAPAAAiL0AACQ-AABUPgAAyD0AAKA8AABwPQAA4LwgADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=uzInb5gbl4M","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["10354590263252252410"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"14491178960829504973":{"videoId":"14491178960829504973","docid":"34-3-7-Z54F6B31F31E53E55","description":"近年來AI與Big Data的需求與應用大量崛起,衍伸出許多工作機會,而「資料科學家」更是這波浪潮最夯的職缺之一,但對於資料科學家,我們又懂多少呢? 的工作日常,一起來探討以下幾個問題。 一、講到資料科學家你會想到什麼關鍵字呢? 二、你會好奇資料科學家的工作日常都在做什麼嗎? 三、資料科學領域又分成哪幾類的重點職缺呢? 四、成為資料科學家需要什麼特質呢? 五、資料科學家的工作門...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2942429/ae69db6350fb500a7dcc63203c3d2560/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/N_N3yAEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"3","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DVDVf0zkaB80","linkTemplate":"/video/preview/14491178960829504973?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"【資料科學講座】開箱資料科學的工作日常","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=VDVf0zkaB80\",\"src\":\"serp\",\"rvb\":\"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-AgD2_gMF_gX-AesD_Pr7__8A_AH7Bf0F_gDtB_3-A_8AAPUPCAD7AAAAAQgB_vL-AQANAgb9_AAAAPvs-vn_AQAABwf_Av4BAAD4DwAEA_8AABX7AQX0_gEA-QYBBgQBAAAMCPn8AQAAAPvs_v8AAAAAIAAtwqTaOzgTQAlITlACKoQCEAAa8AF_6g8BvQnx_f8EAwHZDsgAhe4b_zARzQDPAzMBtNbmANccHQDX7AwAEusiAOI5Df_1-PD-VBMT_yH14v4RFggAG9vxACjr7wAN1_IAtvDeAPv-C__t5P7_3wEeABMB8wD48fj__wvvAQbTAAHv6vgCLRAEBQz9Av3x3QAA6_f2AQEa9wTi7-4DFgry_-wGIQEHBe_95y3sAAcCAAVHBe0AAPIMAg8G9wUhCgYM8_T5-CbW7AAsBv365t_rCxAJGQL3BBPzBvHrBfz66Pwk6vgAI_ATAvL0A_7z9_oM_tII-P8mAwbdEv783wIMCB3S-vYgAC30Vio7OBNACUhhUAIqzwcQABrAB-6vzr4vNxO9KHswvVrIrTwz3EA9nmKVvDlk472y0gs7iQMtvRLVAD0YZny8EX_eO_jBgb5_6Pi8RGlPPT0pcz6UwOa79XIOPQsftrxgSQi93XX8OxH8P75_YHg9EEQSvFjBxD2Rlg89RxqBPCMSlT38vRk98dSGOyS6Ir0JDIO9S-okvTlswb2kxdm9OmMOPJV_DT6ipFa9sVVdPGxa6Tyfyqk878WXPEwhq7yyCdU8IbH4vABjvD0erBq9TdDwvA_UkT7kdt68vxUFvChCb71C0ae9oX-nu-hVkz35nrK6fkbzvELzVL2eCAK9VSmHPOscA76RK1W9CtMcvdmHyz1_KGI9fB5ouXCXnT0fExk-eq05OR7Sqb0W8s46XjKpPDc6kj0cF4Q97GudvKdJ3zz8ooy7UoTvPAi6TL3hz3A99ry0u2V4h71oxoe86XA-vIGSMr6udl492aniu5wlcj1UEYg9W-uLOoXMij1nlIO9J5-DPF5jvL0FzBK9XiXEu4czPz752K091GAeu2OWwbuD5im9zfGjO2FetrzoEUg8_AYBPHLzoj2mmhk9XUiRPDqc77wfs5i9MUW5O3icUrr3PSM68ztNPDXDtz2AUw49piSQPDSmuz0qmyi9Qmz6u1TiGj0RvKu8iPE_PJ34qLvpkXA9VedFu6FYXb0OTwq8lo4evKod8jsdoiS68pcWPGLZDD014lO9HjxguQsk6D2rAS-97MnTOTbPDD08gKo8k8KCu98d17q-W2-9kp2OOnPzjboonPq7m253NzclDz3ruIA9HdW7OUmOqjwNNxC-6mFNOTlivT3ZCvk7QX6CudGXGT2VZ7m9vXNwOQaWyDwq5Co95ZIRubUBM7yWjOu7zYowOgFG_Dz4Owy82VUcuY6Vc73vu7O9V4-fOLMnIDxQF6k9dxWquClj17yN_iG9cE2budp7pz0gbGe8MIIEulfSBb3WTAg9f0GMN5i0Ujs_cMW99y5gOZd55TsNWuO8GTTENj_JeDyeAb89e0CHtljciT2XfS09D2ghtXiNlz31b3K8TzJqN9iYPD20JcY8zh-AuHOj47yCdgK9dbE-NxJoj7tOg728dTKIti23z7y4OHA75KWMuC3R2b28oIS968mUN9e9dT1vv7o7avECuawbT71wAGK9cfqiuMROxz3J02i9DHHIN620Nr0P_rS8qEqwt1yooT19xJS9uKGWN-obQbumqcQ97EGXONvbrbxr8B4-kDkhuRcMMz2BtnA9ZSiAuDoKDLvw3tE8SNeEOCAAOBNACUhtUAEqcxAAGmBOJwAkHWsRDR8s5e_m_TX48ND_0M4Q_0jXADoCAxn-9_i-3w7_FRgG9aMAAAAb8dX0-wDRfDrx6jX9Sd3GhOkiLX8EPzT47i_L0jQx3a32IhwJC_4A6_am4goUCDMrvCogAC1daRY7OBNACUhvUAIqrwYQDBqgBgAAHEIAAGBCAACyQgAA6MEAAADAAACiQgAAoEEAABDBAAB0wgAAEMIAAJpCAAAgwQAAAAAAAADBAABMQgAAQMEAAMDAAAAEwgAAUMEAAHBCAABAQgAAQMIAAOjBAADYQgAAGEIAAJjBAAAwQQAAPMIAAIA_AAAwQgAA8EEAADxCAABwwQAAkMEAAJjBAADoQQAA4MAAAP5CAAAUQgAA-EEAAEBCAADowQAA4EEAAKDBAACYQQAAqEEAAABAAACcQgAApEIAAExCAADowQAAyEEAAMDBAACwQQAAMMIAALDBAAAkwgAAgEEAAADCAAAgQQAAAMAAAIC_AAAwwgAATMIAAOhBAAAQwgAALMIAAADAAABUwgAAEMIAAMBBAAAIQgAA2EEAAGxCAAC4wQAAFMIAAOjBAACIQQAAQEIAAABAAABgQQAAcEIAACBCAAAAwAAAgMAAAHxCAAAgQgAA0MEAAEBAAABwQQAAmMEAAMDAAACAQAAAyMEAAOjBAADAQAAAisIAADBCAACEQgAA4EAAAJjBAAAAQQAA0EEAAJjBAAC4wQAA8MEAAAxCAADaQgAAQEEAAADAAAAUQgAAYEIAAKDCAAAwQgAAfEIAAADAAACgQQAA2MEAAGBBAABowgAA8EEAAEjCAADAwQAAoMEAAEDAAABgQQAAAEIAAJDCAAB8wgAAhMIAAHBBAABQwgAAIMIAACBBAAAwwQAAIMEAAJDBAAAQQgAAVMIAAEDCAAAQwgAAWEIAAPBBAAAAQQAAhkIAAADAAACwQQAAIMEAABBBAADIQQAAdMIAAOhBAAC4QQAA2MEAAEDAAADwwQAAEMEAAGhCAACswgAAIEEAAAAAAADYwQAAuEEAAPBBAACIwQAABEIAAHRCAACowQAAkMEAAAjCAACCwgAAqEIAAEBAAAAAAAAA0MEAALhBAAA4QgAAlsIAAJjBAAA8QgAAyMEAANDBAABEwgAA2EEAADRCAAAEwgAA4MAAAN5CAABowgAAmEEAAAzCAACAPwAAMEEAAOBAAAAAQQAAIEIAANDBAACAQQAAgEAAACBBIAA4E0AJSHVQASqPAhAAGoACAADYvQAAFL4AAJY-AABAPAAAiL0AAEQ-AACovQAAxr4AADA9AAAwvQAAnj4AAKA8AABAvAAAuD0AAHC9AABAvAAAhj4AAFC9AABwvQAAHD4AAH8_AADIPQAAUL0AADQ-AADovQAAQLwAALi9AAAQvQAAJD4AAEA8AABQPQAAoDwAAIi9AADoPQAAMD0AADS-AACAuwAAyL0AAJa-AAAUvgAAgLsAAPi9AACAOwAAEL0AACy-AACovQAAij4AAKA8AACovQAABL4AAOC8AABUPgAAbD4AALg9AACavgAAgDsAABM_AABwPQAALD4AAAw-AACovQAAgDsAAEA8AAAEviAAOBNACUh8UAEqjwIQARqAAgAAZL4AAFA9AACAuwAAIb8AAIg9AACIPQAAgLsAAOg9AAA0vgAAND4AALi9AAD4vQAAQLwAABC9AACAOwAAUL0AABA9AAAbPwAAML0AAHw-AACgPAAAUD0AAIA7AAAwvQAAML0AADA9AABAPAAAUL0AAHA9AABEPgAAuD0AAKC8AADgPAAAMD0AAKC8AACovQAABD4AAJi9AAAMvgAAFD4AAKC8AAC4vQAAuD0AAPg9AAAUvgAAUL0AAH-_AADYPQAAHL4AAIo-AABwPQAAQDwAAHQ-AAAkPgAAED0AAOA8AACAOwAA4DwAAOA8AAAQPQAAMD0AAEA8AACgPAAAgDsgADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=VDVf0zkaB80","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["14491178960829504973"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"6402440414291716745":{"videoId":"6402440414291716745","docid":"34-0-17-Z3212B13B8E78C570","description":"資料科學, Data mining, Tony, 分群模型, 三國, 自強基金會...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/759922/d5f8e9cec53e4be7c289f2d2d5d4950f/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/au8h_gAAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"5","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DYv_PKCYGnHI","linkTemplate":"/video/preview/6402440414291716745?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"【資料科學課程】資料探勘 Day 2","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Yv_PKCYGnHI\",\"src\":\"serp\",\"rvb\":\"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_g0E-wb9AvEK-fz6_v0A-P3-AwUC_wD1CPYDCgAAAPoQA_4GAAAAAv799vT9AQANAgb9_QAAAP3wAgICAAAABwf_Av4BAAAABQj4A_8AAA7-AQgAAAAA8gsCAQT6-AQFB_7-AAAAAP31APv89f4AIAAt1vLeOzgTQAlITlACKoQCEAAa8AF07v8DyfDe_yAJAgAHDfYBgQUL_zUI6ADq7g0AufftAPcVBgDc_QAADvwF_9oi_v_7Be7_JwsFARz25v4SChoA_fb5AB4BCQEk9_sAwfLjAOf59QDeEBAB3_gO_xP_Bf8ACBT98ALyAvHX_QAW7hECHRYG_wTuBv_v-BH___72Bvsi7v_o-wYEFf4AAO8FHAEL8OkB_Rvm_PgxFAE8BPAAAPQKAQMT6wQWJAEC9fb6-Qr48fkmBv37-Q4OBfsN8wMO-Bj2GvPuA_cC-v8g8AUEKugNAO7hAAHy9_b_DM4U-_UWAAry8AL14BMC_g7rAPAgAC1uJ0g7OBNACUhhUAIqzwcQABrAB0Us-r7tZBC9VEGAvcnKbz3SkqI8ykMVO3UZI7s3xk68BZNRvXi13LyL09470TERvZfHqr4Tx-w7vhGdvFEwMz76gJs7kedEPVXUxbx4BFy8ICsVvE94kb5nFUw9qeaLuh6vdj19uxs9DniqvGT8RbzUiqU8JVkLPKr_jb3Wg7O91J3nvI6BK72fHfC9P_FvO5V_DT6ipFa9sVVdPJ0DFT17ahU97jUOPTwE4TqYnEE76OEhuy63aj1W4Pk7codNvVpKhj4rJdU8iITOu38V4L1uOyO98Z2YPN_5BT52jRE9f5OcvEew0b1t68A6Y03APJiSy73Q7Pq837lBvaOS2j2ajqU8AtH4PNwEqT2Dv989HDGpvNJXm73dSFQ9GvQtu81hMj1lUVg8-05dvDGxGT6p9SM8O0iZPMCWhz1JO5Q9D7FmvHq6pL0nuH28poXmvPhxtLxYHA488UdRvIaYtj0KZIs9_K3Xu4XMij1nlIO9J5-DPKhLUL03ZVi9BecEu8Gj8rxZgUY9Z5OoPI9hlL2MFvu8pUNMPIPq1TpRkBC8GrjJu-YpxjzjB908CNh9PGPQjr0xs0-8E32du-JPnrwObZu8in1dPJoAaD0AWSM9YXE4PAHgCD5r9TA84joKvDSakT2cRdY7Js5lPAgnnb12Rbo8Z45nOorVVTzs3xU9B1CdO5mLrjzrnmY9ZKIUu1EhKrt3kE09Jhkcu5cjnz37xny9A6wSOhrkyTzXnr48JZgkOwrMlDyoDdi8KeCFutCQez2ir4W842vPuUyzDLxAo_Q8xBXluZbmOz24kfK9ahF8uOZcijxtG4Y8e3taOda_kD3wZLu7dHyTOgOLwTnBmCM9IcvTuO56Brx86XK9LoWdOfu9Qz15O4I8VwnKuPy3_TpLL3-7aglZt8jegTxADUk9qOZROKv7Eb3Wips8L-M4uEQDlz0Z2uc7PwyJue7AirylIbQ8ifupN8CVibpEY3e9XtwVuE8fQb1TKyM8aEEmOF0X4buXbLE9XaNlOJje_rwtiMI9scvyuK3DET3CYIi8J9ghOHBwEz0RXEA86t2AOWRRXb38rw49ZQ8tOaTCmD23P907gQP_OHn0tTy4wRo9g4ACuDjshLoR7sS8KwdeN8HjKz7cpWi8B4l0uYxxFL3be0K9xfxnuK6fDj4NMcM8jpfluFyIn7xobUS9BQzCNzLurD1cJr697GpDN54lyDzfmdo8TQmOOL8WCj2hb8E9_y-ct9yybb1Olyq9jT9YN-blED3kq3M9Rs1DNyAAOBNACUhtUAEqcxAAGmBAEQA1EWn7AgUq2hEY5CXpy_YtztHb_ynyADUl_hndEAan4Nb_HAAi_6EAAAAs_9gPEgDGfzv3ukPpK8zWlRcSDXU8Px687hzhzfUE0NvyJgbxCjUA4euxDEnz5Dwv4DkgAC3khhY7OBNACUhvUAIqrwYQDBqgBgAAZEIAABDCAACsQgAAUMEAALDBAAC4QQAAgkIAAIC_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_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-AAAQPQAA-L0AAOg9AAAEvgAAA78AAMg9AAAwvQAAqj4AADC9AACYvQAAyD0AAKC8AABwvQAAij4AAHC9AADgPAAAoj4AAH8_AAAsPgAAiL0AAGQ-AAAwvQAAMD0AACS-AABwvQAADD4AAIg9AABwPQAAyD0AAPi9AABAPAAA4LwAAIi9AABAPAAAgLsAAJa-AACCvgAAoDwAAJi9AAAwvQAA4LwAACS-AADYvQAAqj4AAOC8AADYvQAAgr4AAHC9AAAcPgAAmj4AAFQ-AACCvgAAMD0AAB8_AACAOwAA2D0AABQ-AAC4vQAAyD0AABA9AACovSAAOBNACUh8UAEqjwIQARqAAgAAHL4AABA9AACAOwAAK78AAKA8AADgvAAAoDwAAFC9AABcvgAAkj4AAFC9AACYvQAA-L0AAES-AABAvAAA4LwAAKi9AAAhPwAAMD0AALI-AADYvQAA4DwAAAS-AAD4vQAAoLwAADC9AACgPAAA4LwAAKi9AACoPQAAED0AAKg9AADIPQAAUL0AAEC8AAD4vQAA6D0AANg9AABkvgAAiD0AAIC7AACIvQAA6L0AAOC8AAA0vgAAuL0AAH-_AAC4vQAAMD0AAOg9AAAUPgAADL4AADA9AACgPAAA2D0AAEC8AACAOwAAqD0AAHC9AAA8PgAAMD0AAIC7AABAPAAAmD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=Yv_PKCYGnHI","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["6402440414291716745"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"11148804793632705430":{"videoId":"11148804793632705430","docid":"34-5-4-Z9DE4E28B8D9538AF","description":"軟技能,包含溝通、專案管理等等都要一手包辦,光用看的都嚇到吃手手。 進入門檻這麼高,到底要怎樣才能從事資料科學相關的工作呢? 相同與相異處,希望能幫助你更快朝夢想工作前進! pse.is/487j4f 如果想進一步與書廷交流,也歡迎至 ccClub 粉專私訊獲得聯繫方式哦! _ 可以點擊下方的時間軸快速跳到你想了解的部分! 00:00 踏入資料科學領域經驗分享 00...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3681267/b6b1b8469c7371ba665f1b2a945dbca7/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/yUFCPAIAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"6","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D2LKee0qskbA","linkTemplate":"/video/preview/11148804793632705430?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"資料科學是什麼? 跟資料分析、資料工程有什麼差? 0 經驗如何成為資料工程師","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=2LKee0qskbA\",\"src\":\"serp\",\"rvb\":\"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_Af_7BgD2_gMF_gX-AewD_Pv7AP8A-f3-AwUC_wDuBv7-A_8AAPgFAgIAAAAA_QUB-_r-AAAMAgb9_QAAAPn3_P38AAAAAAf9AP8BAAD9B_4GA_8AABT7AQT1_gEA9w4BAwEAAAALCPn8AQAAAPvt_v8AAAAAIAAtxJ_jOzgTQAlITlACKoQCEAAa8AF_-AkE6QvWAQ0NCwDxEu8A4Qr9_yEhCQDYAQsAu_ftAPMpBf8N_gf_G_IE__wvEQAS9_7_EQsBAAHt4QD8KA8A9f8HABv8EwD63PoB3e_l_-fzDwAMBQz_5-8IACjYCP7oFvP_0f7vAgvcEAEXAugCGAPzBP_gA_4W8PQBAff8AAv99QP7IPoBGfkJAu8FGwHx9Az_4xH__gjl-QMiDwD_9uIZ_-YU8P8bCAUK7trh_RTx-Qbd8_IC_BcAAfH7EwT-Jwj45Qru_RTt9P4O1QYFBAgI8hbg_v_z9_b_DNAT--UB9AwN_gn5whj6Bgjy-fkgAC2rSk87OBNACUhhUAIqzwcQABrAB3jQ5L6pPJE7DA3fvFPkVb1R3oc8i-IwvPiBtbwDq888aRT3vB-m2DtBlLm8H9_WOov7z71urpA8nVPiuz0pcz6UwOa79XIOPStgnL27Hta8Tl5Eve_F970iKKg9KS-ovOvFQD7DKeU5hM2KvJrBqTsT-Ym7fQHiO7Oudr3rPfC8IIAvvS4EKb5uFZS974vwPLb9YTzxooo8jP6GPAeV3Tt9Puo9A9--PMTBdD38HLy6DrGLuyU_Ej4jys28JPJdvVpKhj4rJdU8iITOu0PHPTq42Sm92VqfvM-SVj3Y38i7tCBUvULzVL2eCAK9VSmHPJiSy73Q7Pq837lBvS_xoT1UP0o7FtQcPdwEqT2Dv989HDGpvP5goL1S3Gy9UQuvPLE3zDwydoI8ivU_uhIUf726VvE8tDEgPYoJRbxX0AQ-6I7VOoE9u70f6fw74QKWO56yGr5Fy4s8CiBGvNxhOLyzVVM98_sCPAyXMD3rej298cGGPHdqHr6beW298hk7u084oD12wqs9Pt4UPPbgn71yYW68zehHPPm6MbyJbQE9LYFvuzF-9TurbTS9TH2sOmT1jb1Lf0W9aOv9u3icUrr3PSM68ztNPDXDtz2AUw49piSQPEOu1D3aa2a9B7gcO1desjzRhaY7vTqHPOnsyTxMGM09X-iauR3ejb1y22O9zUo7Oqod8jsdoiS68pcWPNF91DxHMYo75hSyOzTgxz1RuIM8axvzOSm3KL2loWY9sFHHuTwilb1VLtS9WaDQOKaEO7yr6M882_houhx6Cz3ixhI8TS8oujCUjb1p5iS9yekFuC2fQD3f_hw9f7eyN3Uulrzl0Q29i5iLuQFXDb3JnjM927_TuQSCyrxk12y9U7kmt4J1_D069y091QefuMwuMz1qSwK9UFqKuZ0mljtL4o-7RLkquMpsgL04LTi9k5KZOPKAjT3nkkU9-e2sucDMFz6Zck89nEAAOfxWyz0IFzy9A-4DOZauhb3I9eW8igNtOH2OhD3lwjc8AMfqtgkcJD3Ur9m8_xwsuNFXVT2SZqA72SmIuNDfOryQXTO87dVrOMwBzLy8aPq6NNKmOMYY-D1yGJw9xLEROXk_nr0kUw89ji7Et610Tb3SRVk9rNawOEHutz08YdO7QRn8uIrmAb0j13I8yr6St5OCyD0CdAm9bAR8t5OnLLwDvPu8W-2JN1UvX70bxoO9VXsptylvDbxAxQw9tduLN_8KdD0YwJo9T3RxN2QHkTuXs-28MR91N4Ts4Tz6DQM-t2hxuCAAOBNACUhtUAEqcxAAGmA-HAAcFVUd9hQVzvwAABb26uf22uQG_zDmADAc_QcfBe2_9QT_GCH53LEAAAAqCsv2AwDAaD30vSQmJPTejdfsJX_rIzo49BvW1Ds489MJKQEJ_gMA_Tmi8AsRHTAMvBMgAC0PUSY7OBNACUhvUAIqrwYQDBqgBgAAmEEAAHxCAACOQgAA8MEAABDCAACSQgAAcEEAALhBAAB8wgAAgMIAAExCAADwQQAArMIAAABBAACKQgAA0MEAAOBAAACgwAAAEEIAADRCAADwQQAAQMEAAHjCAABcQgAAMEIAADjCAACAvwAAeMIAADBBAACAQgAA2EEAAOBBAACowQAAQEEAALBBAACAPwAAoMEAAP5CAAAwwgAA-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-AAAwPQAA2L0AACQ-AAAEvgAA4r4AAOA8AACovQAAhj4AAKA8AACAuwAAND4AAJi9AACgPAAATD4AADC9AADgvAAAkj4AAH8_AAAcPgAAyL0AABQ-AAC4vQAAmL0AADC9AAAUvgAABD4AAJg9AACgPAAA-D0AANi9AACYPQAAuD0AABS-AAAwPQAAmL0AAI6-AABMvgAAqL0AAAS-AACYvQAAQLwAACy-AAAwvQAAsj4AAKC8AACIvQAAXL4AAJg9AAD4PQAAZD4AABw-AACKvgAAoLwAABk_AAAwPQAA2D0AABQ-AAAwvQAAoDwAAIA7AAAwvSAAOBNACUh8UAEqjwIQARqAAgAAHL4AAIg9AADgvAAAH78AABA9AABQPQAA4DwAAJg9AABsvgAAij4AAIi9AAD4vQAABL4AAAy-AAAwPQAAqL0AAHC9AAAZPwAAoDwAAJI-AABAvAAAgLsAAIi9AAAwvQAA4DwAADA9AAAQPQAAoLwAAKA8AADoPQAAUD0AAEC8AAC4PQAAoDwAABC9AADovQAAyD0AADA9AAAEvgAAHD4AAIg9AADgvAAAED0AADA9AAAEvgAALL4AAH-_AAAwPQAAQLwAAII-AACgPAAAyL0AACw-AAAQPQAAyD0AAIC7AACAuwAAiD0AAAS-AABQPQAAoDwAAPg9AAAwPQAAUD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=2LKee0qskbA","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["11148804793632705430"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"9271741217677950929":{"videoId":"9271741217677950929","docid":"34-2-5-Z02A234E7226E0A12","description":"👉 公司希望資料科學人才具備什麼樣的能力? 資料科學人才在面試的時候常常遇到什麼資料科學專業問題呢? 家用最短的時間,達到最好的學習效益,不敢說變成資料科學領域高手,但至少能讓大家學會一技之長! 但在全線上的培訓模式下,學員跟老師間的互動僅於討論區或直播實作課中,在情感的交流上較少。 於是〈 第一期ai資料科學家學程期中大聚 〉就此誕生~! Just do it!","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4302798/70711bdb4099c28fcfc039295d617891/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/3vzdugEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"7","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DQkukdk5x07c","linkTemplate":"/video/preview/9271741217677950929?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"Ai資料科學家學程|學員期中大聚精彩節錄","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Qkukdk5x07c\",\"src\":\"serp\",\"rvb\":\"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_CDw8aDz8TcoIEJAGABCsqiwEQARp4gfv6AQT-AgD2_gMF_gX-AesD_Pr7__8A_AH7Bf0F_gDtB_3-A_8AAPgFAgIAAAAAAQgB_vL-AQANAgb9_AAAAPvs-vn_AQAAAAf9AP8BAAD4DwAEA_8AABX7AQX0_gEA-QYBBgQBAAAMCPn8AQAAAPvs_v8AAAAAIAAtwqTaOzgTQAlITlACKs8HEAAawActJau-2rOAu8NaJr2Kb529IXkiPYEyfDzx2Rq-snX8OzmPhL0fptg7QZS5vB_f1jqED1W-SkMNPS7pYz1RMDM--oCbO5HnRD07BdS8ZQh2PQlJsDzzWQ6-OG83PXb7LLvBOj4-ia4QPeUrQb1kvrA76lyxPWaj8zy6hR6-UGievdjiCb0VtqW9AcoVvanCnzyVfw0-oqRWvbFVXTwFR7M9NTTUPBWvTT0vb-m8IanoO2FmhLw1cfw8yS23vKk_DL1aSoY-KyXVPIiEzrubjVq9w3esvLMIRTz5Yck96gQ0PIi5JLzRG5O9TzRZvG5kgzxp_OK93PP8vOjmkby680k92rVTPZ1HpDu5Zrc9cxOwPb8bgTzIrW692p0kvYDZ2DwTYeM94uyRPZ7ElLuD8b09yffWvO54kz0Iuky94c9wPfa8tLualpi9cqv7vJDB5boSTCW-VyNbvTK6kzuyy4E8agSBPckMirwkmAo-bMlPvfObGTw_H2W9X38SvnCGcjsIG5M90JKuOyHPyTyPYZS9jBb7vKVDTDxravS8EN1NOo3qtrpuGYs8EG-SPbqNPDwxpHk8As63vMIHBDxFG_Y8T7YaOz0sLzzQGo28n0T6PBHDjjxMiQQ-a_N_vZQiUbpXXrI80YWmO706hzyno029aYVuPUOKBTvPzjM7vbu_PTSg3rkUU_O8cACiPM1jgzveHuQ9T8THPIhXIzkOqpM9Cev1vCovvzqMoLE8bftDPMGR_rpO82m8e7aDvRyb27r2MkC8mG9YPMP5zLoA8tS8hoEdPe0nnbgrNcY9n3G2vXAElbgiiPM8tZ6rvLLGFDktpTg9zBnAvAfpjDmlFV88hvmMPd_3JzmUZ569yWqEvZnmfzlEv9Y9Es74vDKQXbfhw_g7wlOjvctMYbiR-HA9u-_YPNWPTzgezOC71vFOvT_mJblea8o9NabZuUcDqLmJRQy9CAT6PW9xOrjH0ze9GwKxvezCczm0n5a9L05cvcei_TiMCIA9S0zhPNKkHDjSB6Y9AnkdvIwmDDkiqws-2KYIu9ckhjeL15Y9nw8FPSCNFbjor8a8U0A6vRFqODjS--Y9nzNuPYP0Ezmc5ao7FhWxPNNV27cQlrG7R7AMPbrSejj362k9MLIOPRzCw7jf5BK9imobvRNk_jW0J8c9bvitvZsFOLaZn4u969oovG4VRDfVlOQ8vjamvfOjTbhATS08tGtsPX67wTfEkjc9X2gFPFWFu7j9pJU9OVvlvB_qKrdX2wO9IPDgPfdSLjggADgTQAlIbVABKnMQABpgJiEAExoyEu8XBub7AwIeBQLl9Nb2BAAg7QATCPv2Evf93Pv6_wQCBPbTAAAABP7zGf8A2jwbEdsA-g3u59D_6iR_9ygMKgINCOQeMP3-HxcCFOnzAPYE5O8EDhUSEd4bIAAtdrKCOzgTQAlIb1ACKq8GEAwaoAYAADRCAABwQQAAnEIAAATCAADQQQAAMEIAAMBAAAAgQgAAwsIAAKDAAACCQgAAFEIAAODBAADgwAAAmEIAAHDBAACowQAAlMIAAGDBAAD4QQAAwEIAAFBBAAA4wgAAukIAALBCAAAkwgAAHMIAAKrCAACQQQAAOEIAAMBBAADwQQAA8MEAAEDAAADgwQAAuEEAABBBAAD-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-AACOPgAAEL0AALi9AADoPQAAXL4AAL6-AAC4PQAAgLsAAIY-AAAwPQAAoDwAANg9AADIvQAAQLwAAIY-AACYvQAAED0AAEQ-AAB_PwAAiD0AABC9AAAcPgAAmL0AAOC8AACovQAAQDwAADw-AACgPAAAQLwAAHC9AAAwPQAAJD4AAHA9AAAEvgAAoDwAAES-AABcvgAAyL0AAHC9AABQvQAAED0AAIi9AACovQAAQLwAAIo-AAC4PQAAJL4AADS-AADgvAAARD4AAGQ-AAC4PQAAlr4AAIA7AAAXPwAAoDwAACw-AADoPQAAqL0AAOA8AAAQvQAA6L0gADgTQAlIfFABKo8CEAEagAIAAGS-AABQvQAAED0AABO_AAAQPQAAiD0AAIC7AAB8PgAAiL0AAKC8AAAEvgAAqL0AAEA8AACIvQAAED0AABA9AADYvQAALT8AABS-AACCPgAAyL0AAMi9AADIvQAADL4AADA9AAAQPQAAQLwAAEC8AADYPQAAMD0AAOA8AACoPQAAEL0AABA9AAAcPgAA2L0AALo-AABQvQAAHL4AALg9AACAuwAAir4AABy-AADIPQAALL4AAJa-AAB_vwAAEL0AAES-AAB8PgAAQLwAAOA8AAAwvQAAHD4AAAw-AACIPQAAmL0AAOA8AACYPQAAkj4AACQ-AADYvQAAoDwAAEA8IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=Qkukdk5x07c","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1920,"cheight":1080,"cratio":1.77777,"dups":["9271741217677950929"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"11451183499670210964":{"videoId":"11451183499670210964","docid":"34-10-0-ZDACD6C18F8A36A70","description":"【資料科學看花蓮地震】 我們整理了這起地震事件,所有地震、餘震資料,用發生時間作成動畫。 影片下方圖片則是地震、餘震的規模和時間序列。 資料來源:中央氣象局公開資料 資料時間:2/4 20:36 - 2/8 15:00 (文字誤植,17:45重新上傳影片)...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4240522/5f17757fbda8f2048c54e5607c6b988b/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/37dkRQEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"8","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","isAdultDoc":false,"relatedParams":{"text":"【資料科學看花蓮地震】","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.facebook.com\\/WeatherRisk.Co\\/videos\\/1765874123446272\",\"src\":\"serp\",\"rvb\":\"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-miqOmaqiBXZWF0aGVyUmlzaxICABIqD8IPDxoPPxMtggQkAYAEKyqLARABGniB9QEC_gX6APr9DwT6B_0C6wkC9vr-_gDxAPgPBQL_AN4EAvsJ_wAA8xEJAPoAAAABCAL-8P4BAA8CB_z8AAAA--n5-f8BAAAIB_8C_gEAAPcRAAUE_wAAGPoBBfP-AgDwDAIBBfn2BRUV-_cBAAAA9976-wEAAAAgAC23ycI7OBNACUhOUAIqhAIQABrwAX_sIQGJ_fb5_PQYAEE2EwCJGO8A-B7wACgi7gHs6vsB3v4VAJj84vwjDPAA9_39AOAHAf9M6fv_Ges-_tL4MAHn6eMBzQALABMJDgDn8hAA5wj9_5325QATATsAqCb0ABUAK_28B_cAzAr1ASkAFP0KAwgB__gP_f0oBP_qBxX91wcFBeEhE__z-_gHEukOAL_qDwEPJi8A7ycSBPHZJAXc-Q_3AxnlBfkZDfwWFAr8HAkB_OIeFAL16_78-fIh98AXCgPH_wH16wX789oI9w37AfX08fgF8vAhDQ_X7Pz0CQUK7vX38f3bAw4JHPYB9CAALVTpGDs4E0AJSGFQAipzEAAaYCkaAP0QZigWJSPBAgkZPvTsu_Gx7h7_T98AHPL3FfHrD5_r__8lDejyogAAAP_c5UzrANN5Fr_jJuku9sSnAQgxfwtHBuYROiHm-Qjnud0wAfEFzQAT4O_MKhcnRCzyUiAALZYHGTs4E0AJSG9QAiqvBhAMGqAGAACwwQAADEIAAMBAAAAQQQAAqEEAAEDAAAAcQgAAgMAAADzCAACgQQAAAEEAAEBAAAAQwQAAwMAAAODAAAAcwgAAgD8AAIjCAAAQQQAAUMIAADhCAABgQQAA-MEAABDBAAAkwgAAqEEAAJBBAABwwgAAmMEAAHBBAACAwQAADMIAAJDBAAAQwQAAEEEAADxCAAAwwQAAkEIAABBCAAD4wQAAcEEAAJjCAAB4wgAAHMIAAABCAAAgwQAAGMIAAADCAADgQQAAwEEAADBBAAAAwAAAysIAAIBCAADoQQAAQMAAAKrCAAAQwgAANMIAAN5CAACGQgAAAMAAAJjBAACYQQAANEIAAOhBAACgwQAARMIAAFxCAAAIwgAAqMEAANBBAACuwgAAYEEAAJBBAAA4QgAAfMIAAIBAAABwwQAAqMEAAHhCAAAEwgAA4MEAAGDBAACwQQAAgL8AACDBAACeQgAAIMEAAGhCAABAQAAAQMEAAIDAAACYwQAAwsIAALzCAACgwAAADEIAAHhCAAAUwgAAgEEAACRCAAAoQgAAgEEAABzCAABAwQAAKMIAAABBAAD4QQAAIEIAAIA_AACAQAAAqMIAADBCAADwQQAAqMEAACDBAAAkQgAARMIAAAhCAAAQwQAAhMIAAMDBAADAwQAAgEEAAGjCAADYQQAA4MAAAFTCAACYQQAAmEIAAHTCAACYwQAAoEEAAEhCAACwwQAA4EEAABDCAABswgAAYMEAACTCAACYQQAAEEEAAMDAAACYwQAA6MEAAFBBAAAwQQAAAEIAAAhCAACIwQAAZEIAAARCAABwQQAAXEIAAPjBAABUwgAAAAAAADzCAAAYwgAAAMEAADDBAAAMQgAAhMIAAFjCAADQwQAAAEAAAIxCAAAgQQAAkMEAABDBAAAcQgAA2sIAAAzCAAAYQgAA0EEAAGBBAAAwQQAAEMIAAOjBAADAQQAAmMEAAHzCAACewgAAVEIAAHjCAADQwgAATEIAAIDBAAAAQgAAEMEAAEBAAABwwQAAwEEAANhBAABAQAAAAEAAABzCAAAMwgAAkEEgADgTQAlIdVABKo8CEAAagAIAAMg9AABUvgAAqj4AACw-AABEvgAARD4AAKa-AACuvgAAQDwAABw-AABEPgAAmL0AADC9AAD4PQAAED0AAOA8AAAUPgAAqL0AAIA7AABEPgAAfz8AACQ-AAAkvgAAgj4AAKC8AACgvAAA2L0AAIi9AABEPgAA-D0AAMi9AAAQvQAAJL4AACQ-AACovQAAZL4AALi9AAAwvQAAjr4AAFS-AABAvAAAbL4AALi9AADIvQAA-L0AAIa-AABsPgAAgLsAAKi9AAC6vgAAML0AAJI-AABcPgAAoLwAAKq-AABAPAAAFz8AANg9AABsPgAAbD4AAOi9AACAOwAAUD0AAPi9IAA4E0AJSHxQASqPAhABGoACAAC-vgAAQDwAAOi9AAALvwAAoDwAAAw-AABMPgAADD4AAFC9AACaPgAAML0AAIi9AACAOwAAuD0AACS-AAAQPQAA-D0AAB0_AABcvgAAHD4AAIq-AAC4PQAAQDwAAIi9AABwPQAAHD4AADA9AAAQvQAADD4AAKA8AABAPAAAUD0AANi9AAAcvgAA4LwAAIi9AAAEPgAAHD4AAKg9AABQvQAAoj4AAES-AABMvgAAQDwAALi9AABsvgAAf78AAJg9AAAwPQAA1j4AAPY-AABwvQAAyD0AAFA9AABcPgAAgDsAADC9AABwPQAAuL0AADC9AAD4PQAAyL0AAPi9AADYvSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.facebook.com/WeatherRisk.Co/videos/1765874123446272","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":640,"cheight":530,"cratio":1.20754,"dups":["11451183499670210964"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"facebook.com","hasTranslation":false,"contentTypeId":null,"censored":false},"14593249128056429583":{"videoId":"14593249128056429583","docid":"34-7-9-ZCA0A29D5B7EEB3CB","description":"#Python #資料科學 #大數據 #機器學習 #datascience #補根課程 歡迎訂閱補根課程的yt頻道! 片時數:共約 12 小時 授課語言/字幕:皆為繁體中文 課程證書:有,須通過課程評分標準,才可獲得免費電子版完課證書,紙本證書需額外申請付費。 還可加入課後討論區,老師不定期分享相關知識及答題。 ✔ 理論 + 實作:課程編排為理論與實作交互前進,讓您既有紮實理論基礎,同時...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1604748/02a5f4641d86daa7abff233b494b8c34/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/7zfWYwEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"9","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DubXiFYEfdfo","linkTemplate":"/video/preview/14593249128056429583?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"補根課程-「Python 資料科學實作」課程介紹影片","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=ubXiFYEfdfo\",\"src\":\"serp\",\"rvb\":\"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-_8B__sGAPQDBQH6A_8BBAAAAvn__gD6Bv_1AgT-AOwDBgAC_wAAEAQACPkAAAD1BA0E9wABABEFBAQEAAAADQH1Dv0AAAAK_QQL_wEAAAj_9gkD_wAAGvL5A_8AAAD6BQEFBAEAAAUM-gIAAAAAA_cI-wAAAAAgAC3En-M7OBNACUhOUAIqcxAAGmAgGQAUFS0f5RUM2wQMBxXyBg4G1eHtABnpABQJBAoU8_PKEAz_-wr4_M8AAAAVAfQY9ADgRB4C6AMDDPL4z_IDHH_qHP059AkBxxY4DvYWDukg9wwA6RTV7DQSGiP98R0gAC3TYnE7OBNACUhvUAIqrwYQDBqgBgAAuEEAALhBAADAQQAAeMIAADDBAAAcQgAALEIAANjBAACAwAAAAMAAADhCAAAgwQAAPEIAAAzCAADgQQAAMMEAALhBAADAwQAACMIAAMZCAABcQgAAHMIAAFTCAAAkQgAAAMAAAGDCAADgwQAAiMEAAAzCAAAYQgAAsEEAADxCAADgwAAA0MEAAAjCAACgQAAAgMIAAMhCAACoQgAAQEEAAEBAAADIwQAAFEIAAODBAAAEwgAAoMEAANhBAAAcQgAAgkIAADhCAACowQAAAMIAAPjBAAAQQgAA2MEAAEBBAAAAwgAAsMEAAIBAAAAwQgAAoMEAAJxCAAAowgAAwMEAAFBBAAAIwgAAHMIAAGTCAAAwQQAAKMIAAAAAAADoQQAAHMIAAKZCAACAwQAAVMIAAFzCAACgQAAAXEIAAIA_AACoQQAAmkIAAIBBAACowQAAqMEAAFhCAADoQQAA2EEAAABBAABEQgAAMEEAAIDAAACgwQAAqMEAAHBBAAAAQAAA6MIAAMxCAABoQgAAcEEAAIDAAADgwAAAwEAAAAjCAAA0wgAAIEEAAEDCAADIQQAA0EEAAMhBAACeQgAAoEAAAJTCAACkQgAAmMEAAIDAAACCQgAAoMAAABxCAAAMwgAAYEIAAODAAADQwQAAKMIAAEDBAADIQQAAJMIAAIjBAACIwgAABMIAABhCAAAgwQAAtsIAAAxCAACQwQAAaMIAAARCAAAQQQAA4MAAAHTCAAAgQQAAlEIAAKhBAAAgwQAAlEIAAEDBAABwQQAASMIAAODBAADQQQAAwMIAAARCAAAgQQAAdMIAAIDAAAAgwQAAwMAAAK5CAADYwQAAIEEAAILCAABoQgAAoEAAAIhBAAAAAAAA-EEAAPhBAADwwQAAQEAAAADAAAAAwQAADEIAAFDBAADgwAAAFMIAAIDBAACYQQAAmMIAAFDBAAAAwQAA2MEAAEDBAAA8wgAAYEEAABhCAAA4wgAAmEEAAMZCAAAAwAAAYEEAAILCAAAIwgAAwEEAALDBAABMQgAAREIAADDBAADwQQAAgEAAALhBIAA4E0AJSHVQASqPAhAAGoACAADovQAAmL0AAKo-AAAwPQAAEL0AAAw-AADYvQAA3r4AAEC8AADgvAAAsj4AAOA8AABQPQAA-D0AAOC8AADIvQAAXD4AAIA7AAAwPQAAdD4AAH8_AADIPQAA4LwAADQ-AABAPAAA6L0AAHC9AAAkvgAAPD4AABQ-AAAwPQAAuD0AAFC9AAAwPQAA4DwAANi9AADgvAAA-L0AAKK-AABEvgAAmL0AANi9AACYvQAA-L0AAFS-AAAwvQAAqj4AADC9AAAcvgAAPL4AADC9AAA8PgAAij4AAIg9AACOvgAAgLsAABM_AAAwvQAAbD4AAFw-AADgvAAAcD0AAIC7AACIvSAAOBNACUh8UAEqjwIQARqAAgAAyL0AADA9AAAwvQAAC78AAHC9AACgvAAAiD0AAKg9AAA0vgAAVD4AAAS-AACAuwAA-L0AAOC8AAAQPQAA4LwAAOi9AAAdPwAAqL0AANo-AABwvQAAUL0AAGS-AAC4vQAAqL0AAOi9AAAwPQAAUL0AAIC7AAAsPgAA4DwAALg9AACAOwAAEL0AAIA7AADgvAAAXD4AAHA9AAA0vgAAcD0AABC9AACIvQAA6L0AAFA9AADgvAAAmL0AAH-_AADIvQAAgLsAAKA8AAC4PQAA4DwAAFA9AACIPQAA2D0AAHA9AACAuwAAgDsAAFA9AACiPgAAyD0AAMg9AADgPAAAML0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=ubXiFYEfdfo","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":640,"cheight":360,"cratio":1.77777,"dups":["14593249128056429583"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"3759078444737104167":{"videoId":"3759078444737104167","docid":"34-8-15-ZEF69225C9F7465C1","description":"資料科學的分支任務 - 量化教學超新手學習路線 | 超硬派! 數據實戰技術工作坊 #05...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3913401/3b0348337a2becd49140a7ad3c3c4fca/564x318_1"},"target":"_self","position":"10","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D22XzsNkrPyU","linkTemplate":"/video/preview/3759078444737104167?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"資料科學的分支任務 - 量化教學超新手學習路線 | 超硬派! 數據實戰技術工作坊 #05 - YouTube","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=22XzsNkrPyU\",\"src\":\"serp\",\"rvb\":\"ErADChQxMTI0MjEzMjMzODk4OTU1NzA5NwoTNTMzNjMyMDg5NTg3Njg3MDU5MgoUMTAzNTQ1OTAyNjMyNTIyNTI0MTAKFDE0NDkxMTc4OTYwODI5NTA0OTczChM2NDAyNDQwNDE0MjkxNzE2NzQ1ChQxMTE0ODgwNDc5MzYzMjcwNTQzMAoTOTI3MTc0MTIxNzY3Nzk1MDkyOQoUMTE0NTExODM0OTk2NzAyMTA5NjQKFDE0NTkzMjQ5MTI4MDU2NDI5NTgzChMzNzU5MDc4NDQ0NzM3MTA0MTY3ChQxNzIyNDk1MDU3ODU4NTc2MDk5NAoUMTQyMDk0Nzg0OTk2MjAxNTAxNjAKFDE2ODA0NTIwMTcwNDc0ODA3NTQ4ChM1MjIxMjcyMjI1NjE5NjE2MjkxChQxMjU0OTAxMzgzNDk2NDY5OTQ4NgoUMTA1NDAyMTcxMzYyODMzMjI4NTkKFDEyNDg4NDc1ODQ4MzM1NzkxNTUyChMyMTM0MTI3Mjc2NDkyNTQyNTczChM2MzYzOTk0MDM4ODAxNjg0MTMyChM4NTk0MTg3NjQ1MTk3NjE2NTM3GhUKEzM3NTkwNzg0NDQ3MzcxMDQxNjdaEzM3NTkwNzg0NDQ3MzcxMDQxNjdqrg0SATAYACJEGjAACiloaHFubHd2c3N0b2tvcWxoaFVDNlhad011N1ZDS0JGbkV2RUVEYWlWURICABEqEMIPDxoPPxODMIIEJAGABCsqiwEQARp4gfn3_AP7BQD2_gMF_gX-AewD_Pv7AP8A_AH7Bf0F_gDuBv7-A_8AAPgFAgIAAAAAAQcB_vL-AQAMAgb9_QAAAPn3_P38AAAABwb_Av4BAAD9B_4GA_8AABT7AQT1_gEA9g4BAwEAAAALD_8CAQAAAPvt_v8AAAAAIAAtznfjOzgTQAlITlACKnMQABpgHh0AFRUuFOoWAeP1AgMRDAXs9d74_QAa7wAKB_j-EPv82fn5_wb_CvbXAAAABAP6GgIA2DYdDdf-BA_28dX69R5_8h8DGggQ9N0bJfsFIhH-FfH6APcK5-n-BhMWDdwfIAAtl6WLOzgTQAlIb1ACKq8GEAwaoAYAAKxCAAAoQgAAUEIAADDBAACgwAAAbEIAAABBAADgwQAAqMIAAATCAABQQgAAMMEAAMDAAACQwQAAaEIAADDCAAAcwgAA0MEAAEDAAADgQQAAeEIAAABBAAAwwQAAUEIAACxCAABEwgAAiMEAAAAAAADgwQAAgkIAACBBAAA4QgAAwMEAAMBAAAAAwgAAcMEAAKhBAAD-QgAABEIAACxCAAAsQgAABMIAAMhBAACgwAAAoEAAAATCAADgQAAAPEIAAMRCAADQQQAAsMEAAGBBAADAwAAAcEEAAGDBAAAIwgAAwMIAANhBAAAYwgAAGEIAAHBBAABAwAAAsMEAAATCAACoQQAAgD8AANjBAABAwQAAcMIAACTCAAC4QQAAoEAAACDCAAC2QgAAiEEAADDBAAA8wgAAmEEAAIZCAACgQQAAiEEAAIhCAACcQgAAQEAAAMDBAACQQgAAjEIAAIDBAAAwQQAAkEEAAKDBAAAIQgAADEIAAKDBAACAvwAAkMEAAMjBAAAgQQAAhkIAAKjBAABAwQAAwEEAAGDBAADAQAAAEMIAAKjBAABAwAAAxEIAAIA_AABQwQAAkEEAAODAAADYwgAAREIAAFRCAABwwQAAAEEAABDBAAAwwQAAOMIAABjCAABMwgAA0EEAAEDBAAA4wgAA4EAAAIA_AAC8wgAAoMEAACDCAADoQQAAmMEAAFzCAAAcQgAAuMEAAOBBAAAAwAAAcEEAAJDCAABEwgAA-MEAAEhCAADwwQAAwEEAAIJCAABgQQAAQEAAAMDBAAAIQgAAXEIAAATCAABIQgAAsEEAAODBAADAwAAAqMEAACzCAADQQQAALMIAAIA_AADwwQAAmMEAAEhCAACUQgAAEEIAAABBAACYQQAAAMAAAABCAAAgwQAAQMIAADhCAADwwQAAgMEAACjCAAAAQAAAcEEAAObCAAAAwQAAAEAAAADAAAAEwgAAMMIAALjBAACCQgAAOMIAAHBBAADMQgAAVMIAABRCAACAwQAA8MEAAJhBAACAPwAANEIAAIhBAADowQAAsMEAAABBAAAcQiAAOBNACUh1UAEqjwIQABqAAgAALL4AAOi9AAB8PgAA4LwAAOC8AAD4PQAAHL4AAOK-AAC4PQAA-L0AAHQ-AACIPQAAML0AANg9AADIvQAAED0AAEw-AACIvQAAoLwAADQ-AAB_PwAA-D0AAKC8AAAEPgAAJL4AAKC8AACYvQAAuL0AAPg9AAAwPQAAmD0AAKA8AADIvQAAgLsAAMg9AADIvQAAoLwAAKi9AACCvgAANL4AAJg9AACYvQAAuL0AAFC9AAB0vgAAuL0AAKo-AAAQvQAAHL4AAFy-AAAwvQAA-D0AAFQ-AABwPQAAhr4AAIC7AAALPwAAoLwAAKg9AAAUPgAAFL4AALg9AACgvAAALL4gADgTQAlIfFABKo8CEAEagAIAAHS-AACovQAABD4AADG_AAAUPgAAoDwAAIA7AADIPQAAPL4AACQ-AABQvQAAqL0AAJi9AAC4vQAAoDwAAIC7AADgPAAAIz8AAMg9AACCPgAAgDsAABA9AADgvAAAoLwAABC9AADgPAAAmD0AAFC9AADgPAAAND4AAFA9AABwPQAA6D0AAFC9AABQvQAAoLwAAFA9AACAOwAABL4AAFw-AAAQPQAAHL4AAHA9AABAPAAAuL0AANi9AAB_vwAAgDsAABC9AAAUPgAAUD0AAKi9AABEPgAA4DwAAIg9AAAQPQAAoDwAADA9AABAvAAAiD0AABA9AAAcvgAAHL4AACw-IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=22XzsNkrPyU","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["3759078444737104167"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"17224950578585760994":{"videoId":"17224950578585760994","docid":"34-3-4-Z82D9472D6EE4E3BC","description":"轉變到現今的大資料時代,都代表著「資料」正推動著產業的脈動。 這一波資料科學的趨勢也帶動各行各業產生了一系列的新樣態,資料科學的浪潮更將「資料科學家」與...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3072787/b07e65a4e625c5af30c6a75eafbf62f2/564x318_1"},"target":"_self","position":"12","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D_n9nVfRMSH4","linkTemplate":"/video/preview/17224950578585760994?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"後 ChatGPT 時代 - 當代資料科學工具人入坑指南 | 數據職涯加值計畫 #12","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=_n9nVfRMSH4\",\"src\":\"serp\",\"rvb\":\"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_E70rggQkAYAEKyqLARABGniB-_8B__sGAPkHBQgABv0B6Qj5_vsAAAD--AEC_wX-APYDAQIGAAAA-AUCAgAAAAD2AQP89P8BAAYAC_8EAAAA__wA-vsAAAAHBv8C_gEAAP0H_gYD_wAAFPsBBPX-AQD3DgEDAQAAAAsI-fwBAAAA--3-_wAAAAAgAC3En-M7OBNACUhOUAIqcxAAGmAqGgAMEi0N4w4U5fr89w4OAOfy1_T8ABT0AA8H-_oM8wThAPz_CP8L-dYAAAAHCfsm9ADcNxsL4wEAA_7_1PX6Hn_yEAQk_wnr7SUw9QIsHP4W_AgA9xHu7_L9IBYS3xwgAC1FM4k7OBNACUhvUAIqrwYQDBqgBgAAAMAAAFRCAACKQgAAQMEAAAAAAAAcQgAAnEIAAGBBAACWwgAAAEAAANxCAADAQAAAcMEAAIjBAADCQgAAQMEAAPDBAACYwQAAmMEAAI5CAACGQgAAwMAAAEjCAACAQgAAuMEAAODBAACoQQAAsMEAAADAAAAEQgAAkMEAAGxCAAAAwgAAgMEAAIBAAAAMwgAAAMEAAP5CAADQQQAAMEEAAIBAAACgQQAA0EEAADBBAAAIQgAA0EEAAOBBAADAQAAAokIAABBCAACKwgAAiEEAAEDAAAAgwQAAYMIAAGDBAAC-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-AADgPAAA4DwAAFQ-AABUvgAA8r4AAIg9AAC4vQAAgj4AAKA8AADgvAAA2D0AAAy-AADgPAAAfD4AAHC9AACAuwAATD4AAH8_AAC4PQAAQLwAANg9AADovQAAUL0AAMi9AAAQvQAALD4AABA9AACYPQAAML0AAKi9AAAwPQAAMD0AAMi9AABAvAAA-L0AAIK-AAAkvgAAUD0AAKC8AACIvQAAmL0AADS-AABwvQAAkj4AAFC9AAD4vQAAbL4AAJi9AAAsPgAALD4AAHA9AACKvgAAoLwAAAc_AACYvQAAiD0AABQ-AAA0vgAAmD0AAKC8AADIvSAAOBNACUh8UAEqjwIQARqAAgAAbL4AADA9AAC4PQAAMb8AAOC8AACgPAAAuL0AABw-AADIvQAALD4AAJi9AACovQAAUL0AAOA8AABQvQAAoLwAACy-AAAvPwAABL4AABQ-AACoPQAALL4AAKC8AADIvQAA4LwAAOg9AADYvQAAQLwAAOA8AABcPgAAUD0AAIC7AABwPQAAoDwAAJg9AADgvAAA-D0AADC9AAC4vQAAUD0AALg9AAAUvgAAoDwAAIA7AADovQAAhr4AAH-_AABUPgAA4LwAAKg9AAAwPQAAQDwAAFQ-AABEPgAAMD0AAFA9AAAQvQAAcD0AAEC8AAAQPQAAuD0AAAy-AACAuwAAiD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=_n9nVfRMSH4","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":960,"cheight":720,"cratio":1.33333,"dups":["17224950578585760994"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"14209478499620150160":{"videoId":"14209478499620150160","docid":"34-1-6-ZDC68BB9CC99F987D","description":"學會的 SQL 查詢技能,以及發現可能問題的解決方法。 你將學到如何設計查詢程式,建構用於探索、分析的資料集,並於過程中培養資料分析思維。 書中會引導你建立用於商業智慧軟體,以及機器學習演算法等應用的資料集。 管快速掌握情況做出正確決策。 出程式錯誤並修改、調整程式寫法增加執行效率、用 Show Me Diagram plugin 為 SQL 查詢繪製執行流程圖、用 Code...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/877971/732d63af3405cb684511977ab7709a6e/564x318_1"},"target":"_self","position":"13","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DJja6f2cJWWA","linkTemplate":"/video/preview/14209478499620150160?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"資料科學 SQL 工作術 – 以 MySQL 為例與情境式 ChatGPT 輔助學習","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=Jja6f2cJWWA\",\"src\":\"serp\",\"rvb\":\"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_8BAAP_-Pj-_gD8AfsF_QX-AAD-AQMHAQAAAv0A-QIAAAD39v3-_f8AAAMDBAL8AAAAHPoC9f0AAAD9Af8D_wEAAP4HAwAC_wAADP0EAP8AAAAHGPv__wAAAAwP_wIBAAAA9_Dx_AAAAAAgAC0dlt87OBNACUhOUAIqcxAAGmAzHQANGDMO0hIU3Qn78BYG_OHo0u4BACHxABEJ8e8M7APPAwD_AAsP-8kAAAARCfQs9gDPSCgQ4QvtCAL1x_T2LH_9GAwwAhLh6x1C8P4xKQEg-AoA-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-AAAwPQAAyL0AADA9AADYvQAA6r4AANg9AAAQPQAA-D0AAKA8AACgvAAABD4AAMi9AAAQvQAAuD0AAEC8AACAuwAAjj4AAH8_AADIPQAA4LwAACw-AAC4vQAAcL0AAKi9AAD4vQAARD4AAFA9AABAPAAAgDsAAOA8AAAwvQAAqD0AAMi9AACYPQAAuL0AAHy-AABMvgAA4LwAABC9AACgPAAAFL4AAAS-AADgvAAAmj4AABC9AAAEvgAATL4AAEA8AADoPQAAgj4AAPg9AACCvgAAgDsAABU_AABwvQAAyD0AAOg9AACIvQAA-D0AADA9AAC4vSAAOBNACUh8UAEqjwIQARqAAgAAor4AADC9AACAuwAAEb8AADw-AACgvAAAgLsAAIg9AACOvgAAEL0AAKC8AABwvQAAdL4AABy-AABQPQAAoDwAAIA7AAAXPwAAoLwAAJY-AAAEPgAAbD4AADS-AAC4vQAAyL0AAFy-AAAwPQAAEL0AAEA8AADYPQAAND4AAOg9AACAuwAAED0AABQ-AACIvQAAuD0AAIC7AACSvgAAJD4AABA9AABEvgAAiL0AAOA8AAA0vgAAED0AAH-_AADIvQAAED0AAEA8AABwPQAAQDwAAKA8AABwPQAAfD4AAHA9AACgPAAALD4AAMg9AABkPgAAJL4AAJi9AACgPAAA2D0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=Jja6f2cJWWA","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["14209478499620150160"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"16804520170474807548":{"videoId":"16804520170474807548","docid":"34-10-0-Z249FC36C2DB88ABD","description":"▍自學經驗談! 鏈的底層一躍成為熱門職位。 最一新一場開箱活動邀請到目前在 17Live 擔任資深資料工程師的 Enzo,他將帶來「自學經驗談! 資料工程師的持續修...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/1632829/7f3c744e6a40a6569438e8434a1adae2/564x318_1"},"target":"_self","position":"14","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DbZm17xt2qoA","linkTemplate":"/video/preview/16804520170474807548?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"自學經驗談! 資料工程師的持續修行之道 | 開箱","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=bZm17xt2qoA\",\"src\":\"serp\",\"rvb\":\"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_E7wwggQkAYAEKyqLARABGniB9_78AP4DAPb-AwX-Bf4B6wP8-vv__wD8AfsF_QX-AO0H_f4D_wAA9Q8IAPsAAAABCAH-8v4BAA0CBv39AAAA_Oz6-QABAAAHB_8C_gEAAPwI_gYE_wAAFfsBBfT-AQDyCwIBBPn4BQUN-QMAAAAA--z-_wAAAAAgAC0AU9s7OBNACUhOUAIqcxAAGmAiHgANFTEU6BMG6v4F_RUEA-382e4BABnuABEM-fkT9f3c_Pz_BQEE9dUAAAAE-_gcAADTOhwL2vsCDfDx0PzwIn_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_AACgwQAAMMEAAEzCAAAAwQAAIMEAACjCAABAwAAAQEIAAMDAAACAwQAAfEIAAIBBAABMQgAAQMAAAABAAAAQQQAA-MEAAJhBAAAQQQAAoEAAAOBAAADgwAAAMMEAABRCAABAwgAAsEEAALDBAABAwgAAgkIAAMBAAAAwwQAAgEEAAIA_AAAcQgAA8MEAAGBBAACAwAAAhkIAAAAAAACAQAAAbEIAAABBAACAwAAASMIAAEDAAACAQAAAwMEAAIjCAABswgAAAAAAALRCAAAAwgAAEEEAAP5CAAAQQQAAYEEAAHDCAABcwgAAAMEAAMBBAADAQAAAfEIAAKBBAAAQwQAAdMIAAChCIAA4E0AJSHVQASqPAhAAGoACAAD4vQAA6L0AAEw-AAAQPQAA2L0AAEQ-AAD4vQAAAb8AAJg9AACgvAAAyj4AAEA8AACIvQAAqD0AAOi9AACAOwAAwj4AAFC9AABAPAAAyD0AAH8_AACIPQAA4LwAADQ-AADYvQAAoLwAADS-AADovQAAcD0AAOA8AADIPQAAQLwAAPi9AACIPQAAQDwAAAy-AACovQAAPL4AAKq-AABEvgAAuD0AADC9AADYvQAAEL0AAIa-AAAsvgAAkj4AABA9AAA8vgAAhr4AABC9AAD4PQAAhj4AAOg9AABkvgAAgDsAABc_AABAvAAAyD0AAPg9AADovQAAQLwAAKC8AAD4vSAAOBNACUh8UAEqjwIQARqAAgAAfL4AAIA7AABAvAAAK78AAIg9AACAOwAAML0AALg9AAB8vgAAdD4AADC9AAAMvgAA4LwAABS-AACAOwAAEL0AALg9AAANPwAAuD0AAHQ-AABAvAAAVD4AAMi9AACAOwAAQLwAAOA8AAAkPgAAuL0AABA9AADIPQAAiD0AAOC8AAAsPgAAoDwAAAy-AACovQAA4LwAADC9AAAEvgAALD4AALi9AACgvAAAyD0AAKA8AAAcvgAAqL0AAH-_AADoPQAAuL0AAEw-AADgPAAA2L0AAGQ-AADIPQAAgDsAAIC7AAAwPQAAHD4AAHC9AABAvAAAmL0AAPi9AABQvQAADD4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=bZm17xt2qoA","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["16804520170474807548"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"5221272225619616291":{"videoId":"5221272225619616291","docid":"34-1-17-Z7A33C9BE5E91CC86","description":"焉! 歡迎在評論區討論與提問喔! 今天非常榮幸邀請到-資料科學家的工作日常版主維元! 來和大家介紹常常在新聞媒體上聽到的,資料工程師、資料分析師和資料科學家的區別,還有資料工程師在做什麼? 需要具備什麼樣的能力? 有興趣的朋友一定不要錯過這期影片喔! 具備什麼能力 ?? 對科系有要求嗎 ?? feat.... 財Podcast Apple Podcast...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4576094/f6a2b1ff2665ec330d663ece19d3fe7e/564x318_1"},"target":"_self","position":"15","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DvWTXQ_cmqEE","linkTemplate":"/video/preview/5221272225619616291?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"年薪百萬? 資料工程師是什麼 ?? 要學這麼多工具 !? 資料科學家的工作日常版主來解答 feat.資料科學家的工作日常 [cc字幕支援]","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=vWTXQ_cmqEE\",\"src\":\"serp\",\"rvb\":\"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-_gEI-wUA9QP-AgAD_wHiAAEA_QEBAPwB-wX9Bf4A9AAI_PwAAAD4BQICAAAAAP7-_v_4_gAADQIG_f0AAAD49_z9_AAAAAAH_QD_AQAA-Ar-_AMAAAALAvwC9v4BAPwIAQD8_wAACwj5_AEAAAD78_v5AAAAACAALXmg4js4E0AJSE5QAipzEAAaYCAdABAbLhLrCALg-gYDDwIF7_XZ8PsAHPMAEAz4_BD9--D-_f8GAgX42QAAAAEA_hP6AOIyHQXZBQUT8PXK_Pwjf_ogAB3_CvrnFCHs_RILAQjw8wD3BvnrEgUPGBPiFyAALeeckTs4E0AJSG9QAiqvBhAMGqAGAADAwAAAYEIAABRCAACAPwAABMIAAJpCAAAQQQAAqEEAAJTCAABAwQAAoEEAAAhCAADAwQAAuEEAAIhBAACIwQAA0MEAAJDBAACAPwAAOEIAAFxCAACgwQAAgMIAALBCAAA4QgAAZMIAAIA_AAD4wQAALMIAAEBAAAAAQQAAgMAAAMBAAABwQgAAgEAAAEBBAACgQAAA_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-AACIvQAAqD0AABC9AADgPAAABL4AAPi9AAAsPgAAiD0AAMg9AAAwPQAA6L0AABA9AAAEPgAA2L0AAEA8AAAMvgAAjr4AAAy-AAC4PQAAUL0AAFC9AACAuwAAFL4AAOC8AACWPgAAED0AAPi9AABUvgAA6L0AAKg9AABUPgAAuD0AAES-AAAwPQAADT8AAMi9AADYPQAA-D0AADy-AACoPQAAML0AAAS-IAA4E0AJSHxQASqPAhABGoACAABEvgAAmL0AABA9AAAnvwAAiD0AAFC9AADgvAAAiD0AAFy-AABEPgAAuL0AAHC9AACAOwAAML0AAOA8AACIvQAAUL0AABk_AADgPAAAoj4AAKA8AABwPQAAcL0AAJi9AAAQvQAAmL0AADA9AACYvQAAqD0AAEw-AACYPQAAQLwAAAQ-AAAwvQAAED0AAEA8AAAwPQAAED0AALi9AACCPgAAcD0AANi9AABwPQAAoDwAADy-AAAEvgAAf78AAAQ-AACIvQAAcD0AAKA8AADIvQAATD4AAMg9AACIPQAAED0AAEC8AACgvAAAUL0AAIA7AACYvQAAUL0AAKC8AAC4PSAAOBNACUh8UAEwCTgBSgBgAGgA\"}","related_url":"http://www.youtube.com/watch?v=vWTXQ_cmqEE","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["5221272225619616291"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":false,"contentTypeId":null,"censored":false},"12549013834964699486":{"videoId":"12549013834964699486","docid":"34-10-2-Z4CBBF52C18505467","description":"#Python #dtale #資料探索 #資料視覺化 #資料科學 #datascience #Python資料科學實作小技巧 #補根課程 「如何快速探索 DataFrame 並製作多種視覺化? 」 這個系列「Python 資料科學實作小技巧」中提出的問題都是在實作資料科學時常見的小困難,現在就由補根課程的徐老師示範給大家簡單的小技巧! 希望你會喜...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/2846973/3ed446714b6b4eeb400a1750d1478dfa/564x318_1"},"target":"_self","position":"16","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3Dy3UlXE2oIN8","linkTemplate":"/video/preview/12549013834964699486?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"如何快速探索 DataFrame 並製作多種視覺化? #Python資料科學實作小技巧","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=y3UlXE2oIN8\",\"src\":\"serp\",\"rvb\":\"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-AgBAgT-AfX4-_z6_v0A7fjw_AUAAADxC_0JBAAAAAkIBhABAAAA9AUDCfsAAAAQAff8BAAAAAkCAADzAQAACRD7Dv4AAAD6APEOA_8AAA_-AQgAAAAACAX8_AQBAAAMDAnyAAAAAATmAPIAAAAAIAAtHrbSOzgTQAlITlACKnMQABpgKBAAEyQuJbwe7KviARIZ-QAC7NS_5f8azgAKFPrrFdz8jTkl_wEz_e2sAAAAFQr6BfkA4HhJ_cQT9UUI-Ln-Lz5_7ioOOP8T_rQRWvXmAwHFLAgaAO0So-g-IyFIA_IiIAAtOY4dOzgTQAlIb1ACKq8GEAwaoAYAAABAAABYQgAAMEIAAMDAAABQwQAAuEEAANBBAACiQgAAysIAANjBAABAQgAAfMIAAITCAADIwQAAmEEAAMjBAACYwQAAtMIAANDBAAAAQgAAkEIAADDBAACAPwAAEEIAABBCAADgwQAAPMIAAGjCAAAAQAAAuEEAAOBAAADIQQAAeMIAANDBAABowgAAQEAAABRCAADIQgAA4EEAAIhBAADAQAAAAMAAAOjBAAAMwgAAUEEAACDBAAAwwgAAwEAAALhCAABAQgAAWMIAABxCAACEwgAAcMEAABBCAADYwQAAAMMAAJBBAAAgwQAA4EEAAChCAABQQQAA-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-AAC4PQAAEL0AADw-AABAvAAAED0AAEw-AAAQvQAAyL0AAGQ-AAAwvQAAqL0AAJY-AAB_PwAABD4AABS-AAAkPgAAgLsAAKi9AADgPAAARL4AAFw-AABUPgAAQDwAADA9AAAQvQAAED0AABA9AAAUvgAAED0AAFC9AAB8vgAABL4AAIi9AACgPAAAgLsAALi9AAAsvgAAML0AAMY-AABAvAAALL4AACy-AABAvAAAHD4AAKo-AACYPQAAJL4AAIC7AAAXPwAAuL0AACQ-AAAsPgAAUL0AAIg9AAAwPQAAQLwgADgTQAlIfFABKo8CEAEagAIAAI6-AACAOwAAqD0AAC-_AACYPQAAMD0AAIg9AACAuwAAfL4AAFw-AAAMvgAAmL0AAKi9AAAwvQAAgLsAAFC9AAD4vQAAOT8AAFA9AACWPgAAcL0AALi9AADgvAAAUL0AALi9AAAMvgAAQDwAAOC8AACIPQAA6D0AAIg9AADgPAAAiD0AADC9AAC4PQAA2L0AAEQ-AADgvAAAFL4AADQ-AACAOwAAiL0AAIi9AABQPQAAHL4AANi9AAB_vwAAqL0AAOA8AABcPgAAPD4AAIi9AABkPgAA2D0AALg9AABAPAAAgLsAALg9AACgvAAAmD0AAOg9AAAcPgAAQLwAADC9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=y3UlXE2oIN8","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["12549013834964699486"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"10540217136283322859":{"videoId":"10540217136283322859","docid":"34-5-9-Z98E99FA545900FD8","description":"助大家可以更容易找出適合自己的資料分析工作喔! ➜ 廣告時間介紹的課程「Python 資料科學實作」:https://burgeoningcourse.com/courses/... 0:00 開始 0:06 資料有什麼應用價值? 2:36 資料分析的相關職業有哪些? 其所需技能? 10:13 資料分析師不只需要面對資料? 11:44 分別需要具備哪些技能? 19:08...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4023388/dd0f554323b6b316db26a3e2e940b526/564x318_1","videoSrc":"https://video-preview.s3.yandex.net/GT86ggEAAAA.mp4","videoType":"video/mp4"},"target":"_self","position":"17","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D39TcJmr60wA","linkTemplate":"/video/preview/10540217136283322859?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"資料分析師、資料工程師、資料科學家,哪個適合我? #補根知識006","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=39TcJmr60wA\",\"src\":\"serp\",\"rvb\":\"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__gX7BgD4_Qj-_AP_AewD_Pv7AP8AAf_-_gIE_gDuBv7-A_8AAPoPA_4GAAAAAQcB_vL-AQAMAgb9_QAAAPn3_P38AAAADAEBAf8BAAD9B_4GA_8AAA7-AQgAAAAA8wsCAQT6-AQGDv34AQAAAPvt_v8AAAAAIAAtTxjkOzgTQAlITlACKoQCEAAa8AF_-Q0D7gLkAe_q-gD2A-wBygQY_zz_DQC5DCMButroAA8EBgAD9wIAIO0S__8mAv4B7AkAIvz8AAL47AAfBg0AAAsLAC0ADwED8v4Bt9v1AAP1Df4G-fv_48Mb_yXYIP7kEv7-4gEA_RfECAAFH-8ASxAQAS_VEv8n6fD_8Oz3A-kN9gT3CfX_9ST1AOAEGwL24xL_2xvw_wL4-vwkA_T97-IMAOzyFggXIhME_PLr_xv49PwV9vr00iABAiEZAwX-LAn39wTl_BIc_f0P1_32HfcC-ebv____6AH23_EcAfj6BA0O_gr43RQC_iv7-vcgAC1mszg7OBNACUhhUAIqcxAAGmA6IwAeGlsi7ScQ1gH47CDu0d8B0bEK_y3g_1IR8hwT9O205A3_FQwAy6AAAAAU-MzM-gC9f1_2uEUNHPCzjOv_NWTkFlUg5R7S0DEj8dMDJQ8S-A8A9CSG8RAUBS4MxSsgAC09CRQ7OBNACUhvUAIqrwYQDBqgBgAA-EEAADRCAABkQgAAAEAAAATCAACOQgAA2EEAAKDBAACMwgAAhMIAADhCAABMQgAALMIAAGBBAAAMQgAAgMEAAJjBAAAAQAAAyEEAAFRCAACEQgAA8EEAAHTCAACcQgAAhkIAAADCAABQwQAAkMIAAIA_AAAkQgAACEIAADRCAAAQwQAAAEEAAIBAAABAQgAAoMAAAP5CAACAvwAAAAAAAMZCAACAwQAAMEEAAMBAAACYQQAAgMAAAADAAABAQgAAiEIAAMBBAACAPwAAkMEAANjBAADAwAAALMIAAFTCAACWwgAAQEEAAMhBAADwQQAAJEIAAJBBAABIwgAAqMEAAGDBAABAQAAAJMIAADDCAADIwQAADMIAAEBBAAAQQQAAsMEAAChCAADQQQAAbMIAANjBAACIQgAAgMAAABhCAADgQAAA0EEAAIBBAAC4wQAAAMIAAEBCAABMQgAAwEAAAIBBAAAgwQAAwMEAAHDBAACwwQAAMEIAAPDBAADwQQAAcMIAAABCAACAQQAAgD8AABjCAACwQQAABEIAAFBCAAAAQAAAAMAAAOBBAACGQgAAUEEAAIA_AACQwQAAhkIAAOrCAACAQgAAEEIAACRCAAAAQgAAoEAAANBBAAD4wQAA4EEAAADCAABAQQAAoMAAAMhBAABAwQAAgEEAAJ7CAACYwQAAuMIAACBCAADgwQAAKMIAAHBBAABUwgAAoMEAANDBAAAwwQAAdMIAAILCAACowQAA2EEAAERCAADAQAAAgMAAACBBAAC-QgAAuMEAABRCAAAEwgAAdMIAAMBAAADAQQAAwEEAAODAAACYwQAAAAAAAOBBAABowgAAYEIAAATCAABwwQAADEIAANBBAACYwQAAwEAAANBBAABMwgAAHMIAABDBAACAvwAAXEIAAKhBAACAQAAAQEEAABBBAACoQQAAUMIAAADAAACYQQAAGMIAAOBBAACIwgAAkMEAAKRCAAAgwgAAoEEAAP5CAADwwQAAQEAAAIDBAABAQAAAiEEAAMDBAABAQAAALEIAAFzCAACAvwAAwEAAAADAIAA4E0AJSHVQASqPAhAAGoACAACYvQAAQLwAALo-AADgPAAAUL0AABQ-AADIvQAA1r4AABA9AADgvAAAnj4AABA9AABQvQAA-D0AAOC8AAC4vQAAFD4AABC9AACAuwAAkj4AAH8_AADoPQAAQDwAAPg9AACovQAAcL0AAOC8AAAQvQAAPD4AAIg9AAAQPQAALD4AAFC9AABQPQAAED0AAAS-AACgPAAA2L0AAKK-AAAsvgAABL4AADS-AACYvQAADL4AAPi9AACgPAAAsj4AAKA8AAD4vQAALL4AABC9AAAMPgAAVD4AADw-AACyvgAAQLwAAB0_AADgvAAA-D0AAMg9AADgvAAAQLwAAOA8AABQvSAAOBNACUh8UAEqjwIQARqAAgAA6L0AAEA8AABAPAAAJb8AAKg9AACgvAAAUL0AAOA8AABsvgAAgj4AAKC8AADgvAAAJL4AABy-AAAQvQAAML0AACS-AAArPwAAQDwAAIo-AABQPQAA4LwAAMi9AACIvQAAiL0AABC9AABAvAAA4LwAAEA8AAAsPgAAmD0AABA9AACoPQAAQLwAADC9AACYvQAA4DwAAIg9AAA8vgAA-D0AANg9AAAwvQAAoDwAABC9AAC4vQAAqL0AAH-_AACAuwAAHD4AAOA8AACgPAAAqL0AAEw-AACgvAAAFD4AAIC7AACAOwAAMD0AANi9AADYPQAA4LwAABA9AABQvQAAUD0gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=39TcJmr60wA","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":640,"cheight":360,"cratio":1.77777,"dups":["10540217136283322859"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"12488475848335791552":{"videoId":"12488475848335791552","docid":"34-4-0-Z59027CAD6C5F6EC9","description":"▍資料工程師的技能地圖 | 資料工程師養成之路 歡迎來到本影片! 如果你對 #資料工程師 這個職業感興趣,或者正打算成為一名優秀的 #資料工程師,那麼這個影片絕對是你不容錯過的! 在這個影片中,我將深入探討資料工程師所需的核心技能以及學習途徑。 無論你是剛入門,還是想要更進一步提升自己的技能,本影片都將為你提供寶貴的指引和建議。 透過這些技能地圖,你將更有信心踏上資料工程師之路。 如果你喜...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/3172853/e39ed0156eb2f3fd00b44f31d71745dd/564x318_1"},"target":"_self","position":"18","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DivLg_LCMXfE","linkTemplate":"/video/preview/12488475848335791552?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"資料工程師的技能地圖 | 資料工程師養成之路","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=ivLg_LCMXfE\",\"src\":\"serp\",\"rvb\":\"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_E5AJggQkAYAEKyqLARABGniB-_oBBP4CAPb-AwX-Bf4B6wP8-vv__wD8AfsF_QX-AO0H_f4D_wAA-AUCAgAAAAABCAH-8v4BAA0CBv38AAAA--z6-f8BAAAAB_0A_wEAAPgPAAQD_wAAFfsBBfT-AQD5BgEGBAEAAAwI-fwBAAAA--z-_wAAAAAgAC3CpNo7OBNACUhOUAIqcxAAGmAmIQAQFzUU7BMF6voGAhoFBOn52PL_ABvtABEJ-_kQ9_3c-_7_BQAD89QAAAAD_fcdAQDXOxYO3AP-Du_tzP_wIn_zJQgrAQsE5xkq_v8iEAYS6PcA9gXg6wgGFRYU3yAgAC18F4U7OBNACUhvUAIqrwYQDBqgBgAAgkIAACRCAABIQgAAyMEAAKBAAABAQgAA-EEAAIBBAADywgAABMIAAHxCAAAMwgAAYEEAAABAAABAQQAACMIAAIC_AABIwgAAgsIAAJhCAAAQQQAAJMIAAODBAACoQgAA2MEAAIDBAADwwQAAGMIAAHDBAACoQQAAgEEAAAxCAABYwgAAAAAAAODAAACoQQAAUEEAAORCAACAQgAAYMEAAEBCAAA8wgAAMEEAABRCAAAQwQAAdMIAAFBBAAAQQgAAoEIAAADAAADAwAAA-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-AAAwPQAAML0AACQ-AAAEvgAAzr4AADC9AAAwvQAAjj4AAOA8AACIvQAAFD4AAIA7AAAQPQAAnj4AADC9AADgPAAAVD4AAH8_AADYPQAAED0AAKg9AAC4vQAA6L0AABy-AAAcvgAA6D0AAAQ-AACYPQAAoDwAAFC9AADgvAAAED0AADy-AAC4vQAADL4AAMK-AAAkvgAA4DwAADy-AACIvQAAmL0AAES-AAAcvgAApj4AAJi9AAAEvgAAgr4AAHC9AADoPQAAPD4AAOg9AACCvgAA4DwAABc_AAAwvQAAND4AABQ-AACYvQAAoDwAAEA8AAA8viAAOBNACUh8UAEqjwIQARqAAgAATL4AALg9AACYvQAAGb8AAIg9AADgvAAAFD4AAPg9AAC4vQAAXD4AAOC8AACAuwAADL4AAMi9AAAwvQAA4LwAAKC8AADSPgAA4LwAAK4-AABAPAAAbD4AAGy-AADgPAAAcL0AALi9AAAsPgAAML0AAIi9AADIPQAAqD0AAKA8AAC4PQAABD4AAEy-AAAcvgAAUD0AAEA8AABEvgAAbD4AABC9AABQvQAA-D0AAFA9AADgvAAAyL0AAH-_AABcPgAAMD0AANg9AABQvQAAmD0AAEw-AADgPAAAyD0AAKg9AACAOwAA4LwAAOA8AACYPQAANL4AABS-AADovQAATD4gADgTQAlIfFABMAk4AUoAYABoAA,,\"}","related_url":"http://www.youtube.com/watch?v=ivLg_LCMXfE","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["12488475848335791552"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false},"2134127276492542573":{"videoId":"2134127276492542573","docid":"34-0-13-ZC4C79ED2D7D9A705","description":"【課程暖身與入學說明會】資料科學與機器學習工具箱 | Python 資料科學教戰營 Level 1 → 2 🔗 查看課程細節 ➟ https://dscareer.kolable.app...","preview":{"posterSrc":"//avatars.mds.yandex.net/get-vthumb/4578630/f18422b2dc76c44ea726dbdabe2d6325/564x318_1"},"target":"_self","position":"19","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","summary":{"fullTextUrl":"/int_search_summary?data=http%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DlQXShmeJIwM","linkTemplate":"/video/preview/2134127276492542573?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91&t=%%timestamp%%&ask_summarization=1"},"isAdultDoc":false,"relatedParams":{"text":"【課程暖身與入學說明會】資料科學與機器學習工具箱 | Python 資料科學教戰營 Level 1 2","related_orig_text":"資料科","related_porno":false,"related_less_3m_off":true,"client":"d2d","no_cnt":1,"related_src":"serp","related":"{\"porno\":false,\"vfp\":1,\"orig_text\":\"資料科\",\"url\":\"http:\\/\\/www.youtube.com\\/watch?v=lQXShmeJIwM\",\"src\":\"serp\",\"rvb\":\"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_AL9-wABAAQAAAL4__4A8gH3AgcB_wD6BQcE-QEAABAEAAj5AAAA_AIDBPb-AQARBgQEBAAAAAX_9Qb2AAAABwf_Av4BAAAI__YJBP8AABTsBQf_AAAABQoF_wAAAAALCPn8AQAAAAb9DAEAAAAAIAAtzm3eOzgTQAlITlACKnMQABpgTxsAIy9BJv8iCrf9GjY2-gMqF6zlzv852QBAAB0KGt7YiRP6_wz5AfekAAAAHgPiMAkA4384EQIz-RbR2Y7NAzl8zCjQIOgZEbIqNhUWIw_VKgAsALkT49w7_CVCG_FAIAAtZ60TOzgTQAlIb1ACKq8GEAwaoAYAAABCAAB8QgAAZEIAABDBAAAUwgAAnkIAAOBAAACwQQAAFMIAAIA_AACSQgAAwEAAAKDAAACgwAAAQEIAAIDBAAAEwgAARMIAALjBAAB4QgAAmkIAAEBAAACYwQAAlkIAAIhCAABYwgAAAMEAAHTCAADAwQAALEIAAAAAAAAIQgAAkEEAAAAAAAAAQQAAYEIAAKDAAAD-QgAAAAAAAPhBAABQQgAAmsIAABRCAABMwgAAKEIAANjBAAAAwAAAREIAAJxCAACOQgAAAEAAADhCAAD4wQAA0EEAAPDBAABQwQAApsIAAKDBAAAAQAAAGEIAABRCAABQwQAA4MAAAJDBAACAvwAAIMEAACTCAADwwQAALMIAACDCAAAAwAAAsEEAAGDBAADoQQAAEEEAADTCAADAwQAAQEEAAHhCAADwQQAAyEEAAFhCAACQQQAAmMEAANDBAAB8QgAAQEIAAKDBAACoQQAAAAAAACBBAACAvwAAqMEAAABAAABUwgAA-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-AACYPQAAmL0AAEQ-AADgvAAAiL0AAHA9AACovQAAqD0AAHw-AACgvAAAUD0AAHQ-AAB_PwAAFD4AAFC9AADoPQAA4LwAAIi9AACYvQAAgLsAAOg9AAAQvQAAmD0AAPi9AACgvAAAgLsAADw-AACIvQAAcL0AAOi9AACCvgAAXL4AAIg9AAAwvQAAyL0AABS-AABEvgAAyL0AAJo-AACAOwAABL4AAHS-AAAQvQAAHD4AACw-AAD4PQAAjr4AAKC8AAAJPwAA6L0AANg9AAAcPgAA4LwAACQ-AACAuwAAyL0gADgTQAlIfFABKo8CEAEagAIAAKa-AAAEPgAAcD0AAB2_AABwvQAAED0AAPg9AAAEPgAAoLwAAEQ-AABcvgAAoLwAABy-AADgPAAAoDwAAIA7AAD4vQAAGT8AAEC8AADGPgAAiL0AAPi9AAAUvgAA2L0AAPi9AABQvQAA6D0AAIi9AABQvQAAFD4AAIA7AABwPQAAiD0AAHC9AADgPAAAoLwAACw-AAAQPQAAFL4AAFQ-AACYvQAAqL0AAKg9AABQPQAAEL0AAAS-AAB_vwAA4LwAAFC9AAAUPgAA-D0AAIA7AABUPgAAqD0AAGw-AAAwPQAAgLsAAFC9AACgPAAAND4AAMg9AAAQvQAAEL0AAMg9IAA4E0AJSHxQATAJOAFKAGAAaAA,\"}","related_url":"http://www.youtube.com/watch?v=lQXShmeJIwM","parent-reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","related_vfp":1,"relatedVideo":"yes"},"cwidth":1280,"cheight":720,"cratio":1.77777,"dups":["2134127276492542573"],"episode":0,"season":0,"isEmbedOnly":false,"greenHost":"YouTube","hasTranslation":true,"contentTypeId":null,"censored":false}},"dups":{"11242132338989557097":{"videoId":"11242132338989557097","title":"【\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學課程】\u0007[資\u0007]\u0007[料\u0007]探勘 Day 1","cleanTitle":"【資料科學課程】資料探勘 Day 1","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=-VEQSdw2amM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/-VEQSdw2amM?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":"d3d3LnlvdXR1YmUuY29tO1VDdEJMd2Q2TW1Ma1Zkdi1pUXdpcmhtUQ==","name":"Tony Chung","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tony+Chung","origUrl":"https://www.youtube.com/channel/UCtBLwd6MmLkVdv-iQwirhmQ","a11yText":"Tony Chung. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":8357,"text":"2:19:17","a11yText":"Süre 2 saat 19 dakika 17 saniye","shortText":"2 sa. 19 dk."},"views":{"text":"5,4bin","a11yText":"5,4 bin izleme"},"date":"3 ara 2019","modifyTime":1575331200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/-VEQSdw2amM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=-VEQSdw2amM","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":8357},"parentClipId":"11242132338989557097","href":"/preview/11242132338989557097?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/11242132338989557097?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"5336320895876870592":{"videoId":"5336320895876870592","title":"2025 \u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學課程 : 完整\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學訓練營","cleanTitle":"2025 資料科學課程 : 完整資料科學訓練營","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=qIgYlSov-BY","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/qIgYlSov-BY?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":"d3d3LnlvdXR1YmUuY29tO1VDN2xMU3dxSkVjVXBVc2ZkcDdDaXdCUQ==","name":"線上課程介紹影片","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E7%B7%9A%E4%B8%8A%E8%AA%B2%E7%A8%8B%E4%BB%8B%E7%B4%B9%E5%BD%B1%E7%89%87","origUrl":"http://www.youtube.com/@softnshare","a11yText":"線上課程介紹影片. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":306,"text":"5:06","a11yText":"Süre 5 dakika 6 saniye","shortText":"5 dk."},"date":"29 tem 2020","modifyTime":1595997527000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/qIgYlSov-BY?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=qIgYlSov-BY","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":306},"parentClipId":"5336320895876870592","href":"/preview/5336320895876870592?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/5336320895876870592?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"10354590263252252410":{"videoId":"10354590263252252410","title":"給\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學家的 Python 基礎課","cleanTitle":"給資料科學家的 Python 基礎課","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=uzInb5gbl4M","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/uzInb5gbl4M?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":"d3d3LnlvdXR1YmUuY29tO1VDU212dHZzVGpxa3ZLTHFwbXNGV1JRdw==","name":"大數學堂 - 學習資料科學的第一站","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E5%A4%A7%E6%95%B8%E5%AD%B8%E5%A0%82+-+%E5%AD%B8%E7%BF%92%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E7%9A%84%E7%AC%AC%E4%B8%80%E7%AB%99","origUrl":"http://www.youtube.com/@largitdata_course","a11yText":"大數學堂 - 學習資料科學的第一站. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":26762,"text":"7:26:02","a11yText":"Süre 7 saat 26 dakika 2 saniye","shortText":"7 sa. 26 dk."},"views":{"text":"14,3bin","a11yText":"14,3 bin izleme"},"date":"22 mayıs 2022","modifyTime":1653177600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/uzInb5gbl4M?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=uzInb5gbl4M","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":26762},"parentClipId":"10354590263252252410","href":"/preview/10354590263252252410?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/10354590263252252410?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14491178960829504973":{"videoId":"14491178960829504973","title":"【\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學講座】開箱\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學的工作日常","cleanTitle":"【資料科學講座】開箱資料科學的工作日常","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=VDVf0zkaB80","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/VDVf0zkaB80?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":"d3d3LnlvdXR1YmUuY29tO1VDbGhlY2Y3ZU9HSHdiS1c1ZTdsX3BUQQ==","name":"緯育TibaMe","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E7%B7%AF%E8%82%B2TibaMe","origUrl":"http://www.youtube.com/@TibaMe","a11yText":"緯育TibaMe. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":177,"text":"2:57","a11yText":"Süre 2 dakika 57 saniye","shortText":"2 dk."},"views":{"text":"5,1bin","a11yText":"5,1 bin izleme"},"date":"19 ağu 2021","modifyTime":1629331200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/VDVf0zkaB80?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=VDVf0zkaB80","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":177},"parentClipId":"14491178960829504973","href":"/preview/14491178960829504973?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/14491178960829504973?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"6402440414291716745":{"videoId":"6402440414291716745","title":"【\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學課程】\u0007[資\u0007]\u0007[料\u0007]探勘 Day 2","cleanTitle":"【資料科學課程】資料探勘 Day 2","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Yv_PKCYGnHI","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Yv_PKCYGnHI?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":"d3d3LnlvdXR1YmUuY29tO1VDdEJMd2Q2TW1Ma1Zkdi1pUXdpcmhtUQ==","name":"Tony Chung","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Tony+Chung","origUrl":"http://www.youtube.com/@tonychung8733","a11yText":"Tony Chung. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":8419,"text":"2:20:19","a11yText":"Süre 2 saat 20 dakika 19 saniye","shortText":"2 sa. 20 dk."},"views":{"text":"1,3bin","a11yText":"1,3 bin izleme"},"date":"3 ara 2019","modifyTime":1575331200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Yv_PKCYGnHI?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Yv_PKCYGnHI","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":8419},"parentClipId":"6402440414291716745","href":"/preview/6402440414291716745?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/6402440414291716745?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"11148804793632705430":{"videoId":"11148804793632705430","title":"\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學是什麼? 跟\u0007[資\u0007]\u0007[料\u0007]分析、\u0007[資\u0007]\u0007[料\u0007]工程有什麼差? 0 經驗如何成為\u0007[資\u0007]\u0007[料\u0007]工程師","cleanTitle":"資料科學是什麼? 跟資料分析、資料工程有什麼差? 0 經驗如何成為資料工程師","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=2LKee0qskbA","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/2LKee0qskbA?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":"d3d3LnlvdXR1YmUuY29tO1VDc2tJRG9iS3lDTGJaTlQ2bnpxSnpJUQ==","name":"Coding & Coworking Club, ccClub","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Coding+%26+Coworking+Club%2C+ccClub","origUrl":"http://www.youtube.com/@codingcoworkingclubccclub5544","a11yText":"Coding & Coworking Club, ccClub. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":833,"text":"13:53","a11yText":"Süre 13 dakika 53 saniye","shortText":"13 dk."},"views":{"text":"8,6bin","a11yText":"8,6 bin izleme"},"date":"5 ara 2022","modifyTime":1670198400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/2LKee0qskbA?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=2LKee0qskbA","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":833},"parentClipId":"11148804793632705430","href":"/preview/11148804793632705430?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/11148804793632705430?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"9271741217677950929":{"videoId":"9271741217677950929","title":"Ai\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學家學程|學員期中大聚精彩節錄","cleanTitle":"Ai資料科學家學程|學員期中大聚精彩節錄","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Qkukdk5x07c","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Qkukdk5x07c?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":"d3d3LnlvdXR1YmUuY29tO1VDbGhlY2Y3ZU9HSHdiS1c1ZTdsX3BUQQ==","name":"緯育TibaMe","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E7%B7%AF%E8%82%B2TibaMe","origUrl":"http://www.youtube.com/@TibaMe","a11yText":"緯育TibaMe. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":114,"text":"1:54","a11yText":"Süre 1 dakika 54 saniye","shortText":"1 dk."},"views":{"text":"3,1bin","a11yText":"3,1 bin izleme"},"date":"1 tem 2021","modifyTime":1625097600000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Qkukdk5x07c?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Qkukdk5x07c","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":114},"parentClipId":"9271741217677950929","href":"/preview/9271741217677950929?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/9271741217677950929?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"11451183499670210964":{"videoId":"11451183499670210964","title":"【\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學看花蓮地震】","cleanTitle":"【資料科學看花蓮地震】","host":{"title":"facebook.com","href":"http://speed.ettoday.net/news/1110886","playerUri":"\u003ciframe src=\"//www.facebook.com/plugins/video.php?href=https%3A%2F%2Fwww.facebook.com%2FWeatherRisk.Co%2Fvideos%2F1765874123446272%2F&width=1280&height=720\" frameborder=\"0\" scrolling=\"no\" allowfullscreen=\"1\" allow=\"autoplay; fullscreen; accelerometer; gyroscope; picture-in-picture\" aria-label=\"Video\">\u003c/iframe>","playerId":"facebook","providerName":"facebook.com","sourceHost":"www.facebook.com","name":"facebook.com","secondPart":{"type":"CHANNEL","id":"d3d3LmZhY2Vib29rLmNvbTvlpKnmsKPpoqjpmqogV2VhdGhlclJpc2s=","name":"天氣風險 WeatherRisk","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E5%A4%A9%E6%B0%A3%E9%A2%A8%E9%9A%AA+WeatherRisk","a11yText":"天氣風險 WeatherRisk. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Ffacebook.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":45,"text":"00:45","a11yText":"Süre 45 saniye","shortText":""},"views":{"text":"26,3bin","a11yText":"26,3 bin izleme"},"date":"8 şub 2018","modifyTime":1518083070000,"isExternal":false,"player":{"embedUrl":"https://www.facebook.com/plugins/video.php?href=https%3A%2F%2Fwww.facebook.com%2FWeatherRisk.Co%2Fvideos%2F1765874123446272%2F&width=1280&height=720","playerId":"facebook","videoUrl":"http://www.facebook.com/WeatherRisk.Co/videos/1765874123446272","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":45},"parentClipId":"11451183499670210964","href":"/preview/11451183499670210964?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/11451183499670210964?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14593249128056429583":{"videoId":"14593249128056429583","title":"補根課程-「Python \u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學實作」課程介紹影片","cleanTitle":"補根課程-「Python 資料科學實作」課程介紹影片","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=ubXiFYEfdfo","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/ubXiFYEfdfo?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":"d3d3LnlvdXR1YmUuY29tO1VDVDgxamVqZmkzNjYwdWdtWXlwRG96QQ==","name":"補根課程 Burgeoning Course","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%A3%9C%E6%A0%B9%E8%AA%B2%E7%A8%8B+Burgeoning+Course","origUrl":"http://www.youtube.com/@burgeoningcourse","a11yText":"補根課程 Burgeoning Course. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":108,"text":"1:48","a11yText":"Süre 1 dakika 48 saniye","shortText":"1 dk."},"views":{"text":"1,1bin","a11yText":"1,1 bin izleme"},"date":"19 mayıs 2020","modifyTime":1589846400000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/ubXiFYEfdfo?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=ubXiFYEfdfo","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":108},"parentClipId":"14593249128056429583","href":"/preview/14593249128056429583?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/14593249128056429583?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"3759078444737104167":{"videoId":"3759078444737104167","title":"\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學的分支任務 - 量化教學超新手學習路線 | 超硬派! 數據實戰技術工作坊 #05 - YouTube","cleanTitle":"資料科學的分支任務 - 量化教學超新手學習路線 | 超硬派! 數據實戰技術工作坊 #05 - YouTube","host":{"title":"YouTube","href":"http://daydaynews.cc/video/1850392.html","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/22XzsNkrPyU?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":"d3d3LnlvdXR1YmUuY29tO1VDNlhad011N1ZDS0JGbkV2RUVEYWlWUQ==","name":"資料科學家的工作日常","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%A5%E5%B8%B8","origUrl":"http://www.youtube.com/@dsdaily","a11yText":"資料科學家的工作日常. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":6147,"text":"1:42:27","a11yText":"Süre 1 saat 42 dakika 27 saniye","shortText":"1 sa. 42 dk."},"date":"8 haz 2023","modifyTime":1686231080000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/22XzsNkrPyU?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=22XzsNkrPyU","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":6147},"parentClipId":"3759078444737104167","href":"/preview/3759078444737104167?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/3759078444737104167?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"17224950578585760994":{"videoId":"17224950578585760994","title":"後 ChatGPT 時代 - 當代\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學工具人入坑指南 | 數據職涯加值計畫 #12","cleanTitle":"後 ChatGPT 時代 - 當代資料科學工具人入坑指南 | 數據職涯加值計畫 #12","host":{"title":"YouTube","href":"http://mtubeflix.com/tiktok-girls/_n9nVfRMSH4","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/_n9nVfRMSH4?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":"d3d3LnlvdXR1YmUuY29tO1VDNlhad011N1ZDS0JGbkV2RUVEYWlWUQ==","name":"資料科學家的工作日常","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%A5%E5%B8%B8","origUrl":"http://www.youtube.com/@dsdaily","a11yText":"資料科學家的工作日常. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":5565,"text":"1:32:45","a11yText":"Süre 1 saat 32 dakika 45 saniye","shortText":"1 sa. 32 dk."},"date":"16 oca 2023","modifyTime":1673875943000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/_n9nVfRMSH4?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=_n9nVfRMSH4","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":5565},"parentClipId":"17224950578585760994","href":"/preview/17224950578585760994?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/17224950578585760994?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"14209478499620150160":{"videoId":"14209478499620150160","title":"\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學 SQL 工作術 – 以 MySQL 為例與情境式 ChatGPT 輔助學習","cleanTitle":"資料科學 SQL 工作術 – 以 MySQL 為例與情境式 ChatGPT 輔助學習","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=Jja6f2cJWWA","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/Jja6f2cJWWA?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":"d3d3LnlvdXR1YmUuY29tO1VDYlBnbzVOc2ZzNmVXZVBIckVWZHhpUQ==","name":"Flag Technology","isVerified":false,"subscribersCount":0,"url":"/video/search?text=Flag+Technology","origUrl":"http://www.youtube.com/@FlagTech","a11yText":"Flag Technology. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":75,"text":"1:15","a11yText":"Süre 1 dakika 15 saniye","shortText":"1 dk."},"views":{"text":"1,2bin","a11yText":"1,2 bin izleme"},"date":"21 ağu 2023","modifyTime":1692576000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/Jja6f2cJWWA?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=Jja6f2cJWWA","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":75},"parentClipId":"14209478499620150160","href":"/preview/14209478499620150160?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/14209478499620150160?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"16804520170474807548":{"videoId":"16804520170474807548","title":"自學經驗談! \u0007[資\u0007]\u0007[料\u0007]工程師的持續修行之道 | 開箱","cleanTitle":"自學經驗談! 資料工程師的持續修行之道 | 開箱","host":{"title":"YouTube","href":"http://mtubeflix.com/-2022-2022-2022-2022/bZm17xt2qoA","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/bZm17xt2qoA?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":"d3d3LnlvdXR1YmUuY29tO1VDNlhad011N1ZDS0JGbkV2RUVEYWlWUQ==","name":"資料科學家的工作日常","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%A5%E5%B8%B8","origUrl":"http://www.youtube.com/@dsdaily","a11yText":"資料科學家的工作日常. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":6204,"text":"1:43:24","a11yText":"Süre 1 saat 43 dakika 24 saniye","shortText":"1 sa. 43 dk."},"date":"10 ağu 2023","modifyTime":1691670712000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/bZm17xt2qoA?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=bZm17xt2qoA","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":6204},"parentClipId":"16804520170474807548","href":"/preview/16804520170474807548?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/16804520170474807548?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"5221272225619616291":{"videoId":"5221272225619616291","title":"年薪百萬? \u0007[資\u0007]\u0007[料\u0007]工程師是什麼 ?? 要學這麼多工具 !? \u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學家的工作日常版主來解答 feat.\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學家的工作日常 [cc字幕支援...","cleanTitle":"年薪百萬? 資料工程師是什麼 ?? 要學這麼多工具 !? 資料科學家的工作日常版主來解答 feat.資料科學家的工作日常 [cc字幕支援]","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=vWTXQ_cmqEE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/vWTXQ_cmqEE?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":"d3d3LnlvdXR1YmUuY29tO1VDeElUcVFtc2Q0VVUzNTI0MHpRTi02QQ==","name":"科技財知道","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E7%A7%91%E6%8A%80%E8%B2%A1%E7%9F%A5%E9%81%93","origUrl":"http://www.youtube.com/@xxtech_finance_and_life","a11yText":"科技財知道. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1442,"text":"24:02","a11yText":"Süre 24 dakika 2 saniye","shortText":"24 dk."},"views":{"text":"4,5bin","a11yText":"4,5 bin izleme"},"date":"9 tem 2022","modifyTime":1657324800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/vWTXQ_cmqEE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=vWTXQ_cmqEE","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":1442},"parentClipId":"5221272225619616291","href":"/preview/5221272225619616291?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/5221272225619616291?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"12549013834964699486":{"videoId":"12549013834964699486","title":"如何快速探索 DataFrame 並製作多種視覺化? #Python\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學實作小技巧","cleanTitle":"如何快速探索 DataFrame 並製作多種視覺化? #Python資料科學實作小技巧","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=y3UlXE2oIN8","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/y3UlXE2oIN8?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":"d3d3LnlvdXR1YmUuY29tO1VDVDgxamVqZmkzNjYwdWdtWXlwRG96QQ==","name":"補根課程 Burgeoning Course","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%A3%9C%E6%A0%B9%E8%AA%B2%E7%A8%8B+Burgeoning+Course","origUrl":"http://www.youtube.com/@burgeoningcourse","a11yText":"補根課程 Burgeoning Course. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":346,"text":"5:46","a11yText":"Süre 5 dakika 46 saniye","shortText":"5 dk."},"views":{"text":"1,8bin","a11yText":"1,8 bin izleme"},"date":"23 mayıs 2023","modifyTime":1684800000000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/y3UlXE2oIN8?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=y3UlXE2oIN8","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":346},"parentClipId":"12549013834964699486","href":"/preview/12549013834964699486?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/12549013834964699486?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"10540217136283322859":{"videoId":"10540217136283322859","title":"\u0007[資\u0007]\u0007[料\u0007]分析師、\u0007[資\u0007]\u0007[料\u0007]工程師、\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學家,哪個適合我? #補根知識006","cleanTitle":"資料分析師、資料工程師、資料科學家,哪個適合我? #補根知識006","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=39TcJmr60wA","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/39TcJmr60wA?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":"d3d3LnlvdXR1YmUuY29tO1VDVDgxamVqZmkzNjYwdWdtWXlwRG96QQ==","name":"補根課程 Burgeoning Course","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%A3%9C%E6%A0%B9%E8%AA%B2%E7%A8%8B+Burgeoning+Course","origUrl":"http://www.youtube.com/@burgeoningcourse","a11yText":"補根課程 Burgeoning Course. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1638,"text":"27:18","a11yText":"Süre 27 dakika 18 saniye","shortText":"27 dk."},"views":{"text":"11,2bin","a11yText":"11,2 bin izleme"},"date":"10 tem 2020","modifyTime":1594339200000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/39TcJmr60wA?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=39TcJmr60wA","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":1638},"parentClipId":"10540217136283322859","href":"/preview/10540217136283322859?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/10540217136283322859?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"12488475848335791552":{"videoId":"12488475848335791552","title":"\u0007[資\u0007]\u0007[料\u0007]工程師的技能地圖 | \u0007[資\u0007]\u0007[料\u0007]工程師養成之路","cleanTitle":"資料工程師的技能地圖 | 資料工程師養成之路","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=ivLg_LCMXfE","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/ivLg_LCMXfE?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":"d3d3LnlvdXR1YmUuY29tO1VDNlhad011N1ZDS0JGbkV2RUVEYWlWUQ==","name":"資料科學家的工作日常","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%A5%E5%B8%B8","origUrl":"http://www.youtube.com/@dsdaily","a11yText":"資料科學家的工作日常. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":1168,"text":"19:28","a11yText":"Süre 19 dakika 28 saniye","shortText":"19 dk."},"views":{"text":"5,1bin","a11yText":"5,1 bin izleme"},"date":"29 tem 2023","modifyTime":1690588800000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/ivLg_LCMXfE?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=ivLg_LCMXfE","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":1168},"parentClipId":"12488475848335791552","href":"/preview/12488475848335791552?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/12488475848335791552?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","isEmbedOnly":false,"shouldPlayInstreamPreroll":false},"2134127276492542573":{"videoId":"2134127276492542573","title":"【課程暖身與入學說明會】\u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學與機器學習工具箱 | Python \u0007[資\u0007]\u0007[料\u0007]\u0007[科\u0007]學教戰營 Level 1 2","cleanTitle":"【課程暖身與入學說明會】資料科學與機器學習工具箱 | Python 資料科學教戰營 Level 1 2","host":{"title":"YouTube","href":"http://www.youtube.com/watch?v=lQXShmeJIwM","playerUri":"\u003ciframe src=\"//www.youtube.com/embed/lQXShmeJIwM?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":"d3d3LnlvdXR1YmUuY29tO1VDNlhad011N1ZDS0JGbkV2RUVEYWlWUQ==","name":"資料科學家的工作日常","isVerified":false,"subscribersCount":0,"url":"/video/search?text=%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E5%AE%B6%E7%9A%84%E5%B7%A5%E4%BD%9C%E6%97%A5%E5%B8%B8","origUrl":"http://www.youtube.com/@dsdaily","a11yText":"資料科學家的工作日常. "},"faviconUrl":"//favicon.yandex.net/favicon/v2/http%3A%2F%2Fyoutube.com?color=255%2C255%2C255%2C0&size=32&stub=1"},"duration":{"value":2059,"text":"34:19","a11yText":"Süre 34 dakika 19 saniye","shortText":"34 dk."},"date":"19 mayıs 2025","modifyTime":1747661429000,"isExternal":false,"player":{"embedUrl":"https://www.youtube.com/embed/lQXShmeJIwM?autoplay=1&enablejsapi=1&wmode=opaque","playerId":"youtube","videoUrl":"http://www.youtube.com/watch?v=lQXShmeJIwM","reqid":"1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL","duration":2059},"parentClipId":"2134127276492542573","href":"/preview/2134127276492542573?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","rawHref":"/video/preview/2134127276492542573?parent-reqid=1765259439480105-15201492084680787595-balancer-l7leveler-kubr-yp-vla-114-BAL&text=%E8%B3%87%E6%96%99%E7%A7%91","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":"2014920846807875957114","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":"資料科","queryUriEscaped":"%E8%B3%87%E6%96%99%E7%A7%91","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"}}}