{"id":20290,"date":"2022-07-29T08:00:00","date_gmt":"2022-07-29T06:00:00","guid":{"rendered":"https:\/\/kinit.sk\/?p=20290"},"modified":"2022-08-02T10:52:13","modified_gmt":"2022-08-02T08:52:13","slug":"letna-skola-od-deepmind","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/","title":{"rendered":"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165"},"content":{"rendered":"
\n

Matej \u010cief<\/em><\/a> je jedn\u00fdm z na\u0161ich doktorandov. Je \u010dlenom t\u00edmu <\/em>Web & User Data Processing<\/em><\/a>, kde sa venuje odpor\u00fa\u010dac\u00edm syst\u00e9mom. Za\u010diatkom leta sa Matej z\u00fa\u010dastnil na letnej \u0161kole <\/em>EE<\/em><\/a>M<\/a><\/em>L<\/em><\/a>. Pre\u010d\u00edtajte si o jeho z\u00e1\u017eitkoch.<\/em><\/p>\n<\/div>\n\n

\n

<\/p>\n<\/div>\n\n

\n

Toto leto som mal mo\u017enos\u0165 z\u00fa\u010dastni\u0165 sa 4. ro\u010dn\u00edka V\u00fdchodoeur\u00f3pskej letnej \u0161koly strojov\u00e9ho u\u010denia<\/a>. V\u010faka \u00fa\u010dastn\u00edkom z cel\u00e9ho sveta bolo ve\u013emi pravdepodobn\u00e9, \u017ee na nej stretnete niekoho s rovnak\u00fdmi z\u00e1ujmami. Priletel som do Vilniusu, hlavn\u00e9ho mesta Litvy, z\u00fa\u010dastnil som sa tejto letnej \u0161koly a teraz sa s vami podel\u00edm o nieko\u013eko postrehov.<\/p>\n<\/div>\n\n

\n

Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind<\/a> a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed. T\u00e9my mail \u0161irok\u00fd z\u00e1ber – od hlbok\u00e9ho u\u010denia a vysvetlite\u013enos\u0165 a\u017e po kauzalitu, Bayesovsk\u00fa \u0161tatistiku a u\u010denie posil\u0148ovan\u00edm. Mohli ste si vypo\u010du\u0165 predn\u00e1\u0161ku od tvorcu DALL\u00b7E 2<\/a> alebo sa dozvedie\u0165 viac o \u010doraz popul\u00e1rnej\u0161\u00edch grafov\u00fdch neur\u00f3nov\u00fdch sie\u0165ach od vedca Thomasa Kipfa z Google Research<\/a>. M\u0148a najviac oslovil perfektn\u00fd tutori\u00e1l o kauzalite<\/a>.<\/p>\n<\/div>\n\n

\n
\"\"
Prest\u00e1vka medzi predn\u00e1\u0161kami<\/figcaption><\/figure>\n<\/div>\n\n
\n

Networking<\/h3>\n<\/div>\n\n
\n

Za\u010dnime najd\u00f4le\u017eitej\u0161ou a z\u00e1rove\u0148 najzauj\u00edmavej\u0161ou \u010das\u0165ou cel\u00e9ho podujatia – spozn\u00e1vanie nov\u00fdch podobne zm\u00fd\u0161\u013eaj\u00facich \u013eud\u00ed. \u013dudia tu boli nielen inteligentn\u00ed, ale aj mimoriadne m\u00fadri, cie\u013eavedom\u00ed, rozh\u013eaden\u00ed a naozaj z\u00e1bavn\u00ed. <\/p>\n<\/div>\n\n

\n

Stretol som doktorandov zo \u0161pi\u010dkov\u00fdch univerz\u00edt, ako s\u00fa Stanford a Cambridge, s prepojen\u00edm na firmy a in\u0161tit\u00faty, ako napr. Criteo<\/a> alebo The Institute of Cancer Research<\/a>. <\/p>\n<\/div>\n\n

\n

Nie v\u0161etci \u00fa\u010dastn\u00edci v\u0161ak boli doktorandi. Boli tam mana\u017e\u00e9ri, ktor\u00ed sa chc\u00fa robi\u0165 d\u00e1tov\u00fa vedu, in\u017einieri strojov\u00e9ho u\u010denia (machine learning engineers) a dokonca aj vysoko\u0161kol\u00e1ci, ktor\u00ed sa zauj\u00edmaj\u00fa o strojov\u00e9 u\u010denie. Networking je jedn\u00fdm z najlep\u0161\u00edch sp\u00f4sobov, ako sa dosta\u0165 do novej oblasti<\/strong>.<\/p>\n<\/div>\n\n

\n

Chcel by som op\u00edsa\u0165 nieko\u013eko stretnut\u00ed, ktor\u00e9 ma ve\u013emi ovplyvnili. <\/p>\n<\/div>\n\n

\n

Venujem sa v\u00fdskumu v oblasti off-policy optimaliz\u00e1cie odpor\u00fa\u010dac\u00edch syst\u00e9mov. Stretol som sa s Houssamom. Houssam<\/strong> rob\u00ed doktor\u00e1t v spolo\u010dnosti Criteo a pracuje v oblasti offline a online banditov. V s\u00fa\u010dasnosti je v tre\u0165om ro\u010dn\u00edku a pod\u013ea Google Scholar m\u00e1 viac ako 1000 cit\u00e1ci\u00ed. Op\u00fdtal sa ma: „A \u010do ty, Matej? Na \u010dom pracuje\u0161?“ Potichu som za\u0161epkal „Offline banditi“, nerv\u00f3zny z toho, \u017ee m\u00e1m pred sebou ove\u013ea \u00faspe\u0161nej\u0161ieho v\u00fdskumn\u00edka v rovnakej oblasti. Ale Houssam bol z toho \u00faplne nad\u0161en\u00fd. „Naozaj? Povedz mi viac!“ Potom sme sa cel\u00fd obed rozpr\u00e1vali o na\u0161ej pr\u00e1ci, vzi\u0161lo z toho ve\u013ea zauj\u00edmav\u00fdch n\u00e1padov a mo\u017eno budeme v bud\u00facnosti spolupracova\u0165.<\/p>\n<\/div>\n\n

\n

\u010eal\u0161\u00ed podnetn\u00fd rozhovor som mal s Filipom. Filip <\/strong>z\u00edskal doktor\u00e1t v matematike na Cambridge, v te\u00f3rii kateg\u00f3ri\u00ed. Teraz je u\u010dite\u013eom matematiky a fyziky na strednej \u0161kole severne od Lond\u00fdna, kam ako die\u0165a chodil Stephen Hawking. M\u00e1m technick\u00e9 vzdelanie a vo svojom v\u00fdskume sa niekedy tr\u00e1pim s matematikou. <\/p>\n<\/div>\n\n

\n

Filip mi dal nieko\u013eko naozaj u\u017eito\u010dn\u00fdch tipov, ktor\u00e9 mi pom\u00f4\u017eu v situ\u00e1ci\u00e1ch, ke\u010f n\u00e1hle potrebujem pochopi\u0165 matematiku presahuj\u00facu moje technick\u00e9 vzdelanie. Filip mi vysvetlil, \u017ee ide sk\u00f4r o rozv\u00edjanie intu\u00edcie, netreba \u00eds\u0165 hlboko do technick\u00fdch detailov v\u00e4\u010d\u0161iny z\u00e1le\u017eitost\u00ed. D\u00f4le\u017eit\u00e9 je pochopi\u0165 princ\u00edpy, ktor\u00e9 matematika prin\u00e1\u0161a. Tie\u017e je podstatn\u00e9 ma\u0165 na pam\u00e4ti konkr\u00e9tne aplik\u00e1cie a pou\u017e\u00edva\u0165 ich ako z\u00e1klad, preto\u017ee samotn\u00e1 matematika je celkom abstraktn\u00e1. <\/p>\n<\/div>\n\n

\n

\u010eal\u0161ou praktickou radou bolo ne\u010d\u00edta\u0165 cel\u00e9 u\u010debnice. V mojom pr\u00edpade by to bolo neefekt\u00edvne a v\u00e4\u010d\u0161inu by som pravdepodobne aj tak zabudol. Na vysvetlenie nezn\u00e1mych pojmov s\u00fa lep\u0161ie vide\u00e1 na YouTube ako Wikip\u00e9dia.<\/p>\n<\/div>\n\n

\n

Nakoniec som sa zozn\u00e1mil s Matejom – jeho meno sa p\u00ed\u0161e sa rovnako ako moje, ale vyslovuje sa inak. Matej <\/strong>je \u0161tudentom 2. ro\u010dn\u00edka doktorandsk\u00e9ho \u0161t\u00fadia na TU Darmstadt<\/a>. Pozit\u00edvna energia a nad\u0161enie, ktor\u00e9 m\u00e1 takmer pre \u010doko\u013evek, ma priv\u00e1dzaj\u00fa k tomu, aby som si v\u00e1\u017eil to, \u010do m\u00e1m. Ak\u00e9 m\u00e1me \u0161\u0165astie, \u017ee \u017eijeme na tomto svete, ko\u013eko pr\u00edle\u017eitost\u00ed m\u00e1me a m\u00f4\u017eeme robi\u0165 to, \u010do n\u00e1s naozaj bav\u00ed. <\/p>\n<\/div>\n\n

\n
\"\"
Plavba okolo hradu na ostrove Trakai, ja v strede, Matej v\u013eavo, Houssam vpravo.<\/figcaption><\/figure>\n<\/div>\n\n
\n

Program<\/h3>\n<\/div>\n\n
\n

Organiz\u00e1tori boli jednoducho \u00fa\u017easn\u00ed. Predn\u00e1\u0161ky boli na \u0161pi\u010dkovej \u00farovni, mali sme ve\u013ea \u010dasu na diskusie a ot\u00e1zky. Medzi predn\u00e1\u0161kami bol \u010das na ob\u010derstvenie a interakciu s ostatn\u00fdmi \u00fa\u010dastn\u00edkmi. <\/p>\n<\/div>\n\n

\n

Okrem predn\u00e1\u0161ok sme mali aj \u201cposter sessions<\/a>\u201d, kde som aj ja prostredn\u00edctvom plag\u00e1tu prezentoval m\u00f4j v\u00fdskum Off-policy Learning for Structured Recommendations<\/a>. Na programe boli aj semin\u00e1re, paper reading semin\u00e1re a panelov\u00e9 diskusie na zauj\u00edmav\u00e9 t\u00e9my, ako napr\u00edklad kari\u00e9rne odpor\u00fa\u010dania v oblasti strojov\u00e9ho u\u010denia. <\/p>\n<\/div>\n\n

\n

Takmer ka\u017ed\u00fd de\u0148 sa organizoval aj ve\u010dern\u00fd program, napr\u00edklad prehliadka so sprievodcom alebo banket. Ak si chcete pre\u010d\u00edta\u0165 viac o programe, podrobnosti n\u00e1jdete na tejto str\u00e1nke<\/a>.<\/p>\n<\/div>\n\n

\n
\"\"
V\u0161etci \u00fa\u010dastn\u00edci, ktor\u00ed sa letnej \u0161koly z\u00fa\u010dastnili osobne.<\/figcaption><\/figure>\n<\/div>\n\n
\n

Celkovo to bol jeden z najlep\u0161\u00edch z\u00e1\u017eitkov m\u00f4jho \u017eivota. Vidie\u0165 to\u013eko skvel\u00fdch mlad\u00fdch \u013eud\u00ed, ktor\u00ed s\u00fa \u017eiv\u00fdm pr\u00edkladom toho, ako ve\u013ea sa d\u00e1 dosiahnu\u0165, mi otvorilo o\u010di. Z letnej \u0161koly som odch\u00e1dzal s nov\u00fdmi priate\u013emi, vedomos\u0165ami, motiv\u00e1ciou a n\u00e1padmi. Tie\u017e som si roz\u0161\u00edril sie\u0165 potenci\u00e1lnych bud\u00facich spolupr\u00e1c. <\/p>\n<\/div>\n\n

\n

Ak sa zauj\u00edmate o strojov\u00e9 u\u010denie na akejko\u013evek \u00farovni alebo poz\u00edcii, toto podujatie mus\u00edte za\u017ei\u0165. Sledujte EEML Twitter<\/a>, aby ste nezme\u0161kali \u010fal\u0161\u00ed ro\u010dn\u00edk.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

Matej \u010cief je jedn\u00fdm z na\u0161ich doktorandov. Je \u010dlenom t\u00edmu Web & User Data Processing, kde sa venuje odpor\u00fa\u010dac\u00edm syst\u00e9mom. Za\u010diatkom leta sa Matej z\u00fa\u010dastnil na letnej \u0161kole EEML. Pre\u010d\u00edtajte…<\/p>\n","protected":false},"author":26,"featured_media":20282,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[83,349,56,7,14],"tags":[174,175,351,402],"class_list":["post-20290","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-sk","category-2022-sk","category-56","category-web-user-data-processing","category-news","tag-conference","tag-conference-sk","tag-machine-learning","tag-machine-learning-sk"],"acf":[],"yoast_head":"\nLetn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165 - KInIT<\/title>\n<meta name=\"description\" content=\"EEML Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165 - KInIT\" \/>\n<meta property=\"og:description\" content=\"EEML Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2022-07-29T06:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-08-02T08:52:13+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_news_twitter_for_researchers_WEB-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1500\" \/>\n\t<meta property=\"og:image:height\" content=\"785\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Marianna Palkova\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marianna Palkova\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/\"},\"author\":{\"name\":\"Marianna Palkova\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"headline\":\"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165\",\"datePublished\":\"2022-07-29T06:00:00+00:00\",\"dateModified\":\"2022-08-02T08:52:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/\"},\"wordCount\":1055,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/202207_web_news_twitter_for_researchers_WEB-1.jpg\",\"keywords\":[\"conference\",\"conference\",\"machine learning\",\"machine learning\"],\"articleSection\":[\"News\",\"2022\",\"2022\",\"Web and User Data Processing\",\"News\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/\",\"name\":\"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165 - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/202207_web_news_twitter_for_researchers_WEB-1.jpg\",\"datePublished\":\"2022-07-29T06:00:00+00:00\",\"dateModified\":\"2022-08-02T08:52:13+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\"},\"description\":\"EEML Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#breadcrumb\"},\"inLanguage\":\"sk-SK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sk-SK\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#primaryimage\",\"url\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/202207_web_news_twitter_for_researchers_WEB-1.jpg\",\"contentUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2022\\\/07\\\/202207_web_news_twitter_for_researchers_WEB-1.jpg\",\"width\":1500,\"height\":785},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/letna-skola-od-deepmind\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"News\",\"item\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/category\\\/news-sk\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\",\"url\":\"https:\\\/\\\/kinit.sk\\\/\",\"name\":\"KInIT\",\"description\":\"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kinit.sk\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"sk-SK\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/8b175aaaf3267b5bbbbb97e4a6db8cea\",\"name\":\"Marianna Palkova\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165 - KInIT","description":"EEML Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/","og_locale":"sk_SK","og_type":"article","og_title":"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165 - KInIT","og_description":"EEML Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed.","og_url":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/","og_site_name":"KInIT","article_published_time":"2022-07-29T06:00:00+00:00","article_modified_time":"2022-08-02T08:52:13+00:00","og_image":[{"width":1500,"height":785,"url":"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_news_twitter_for_researchers_WEB-1.jpg","type":"image\/jpeg"}],"author":"Marianna Palkova","twitter_card":"summary_large_image","twitter_creator":"@kinit","twitter_site":"@kinit","twitter_misc":{"Autor":"Marianna Palkova","Predpokladan\u00fd \u010das \u010d\u00edtania":"4 min\u00faty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#article","isPartOf":{"@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/"},"author":{"name":"Marianna Palkova","@id":"https:\/\/kinit.sk\/#\/schema\/person\/8b175aaaf3267b5bbbbb97e4a6db8cea"},"headline":"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165","datePublished":"2022-07-29T06:00:00+00:00","dateModified":"2022-08-02T08:52:13+00:00","mainEntityOfPage":{"@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/"},"wordCount":1055,"image":{"@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_news_twitter_for_researchers_WEB-1.jpg","keywords":["conference","conference","machine learning","machine learning"],"articleSection":["News","2022","2022","Web and User Data Processing","News"],"inLanguage":"sk-SK"},{"@type":"WebPage","@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/","url":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/","name":"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165 - KInIT","isPartOf":{"@id":"https:\/\/kinit.sk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#primaryimage"},"image":{"@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_news_twitter_for_researchers_WEB-1.jpg","datePublished":"2022-07-29T06:00:00+00:00","dateModified":"2022-08-02T08:52:13+00:00","author":{"@id":"https:\/\/kinit.sk\/#\/schema\/person\/8b175aaaf3267b5bbbbb97e4a6db8cea"},"description":"EEML Letn\u00fa \u0161kolu organizovala spolo\u010dnos\u0165 DeepMind a predn\u00e1\u0161ali na nej experti spolo\u010dnost\u00ed Google, OpenAI, Microsoft, MIT, Harvard, Oxford a mnoh\u00fdch \u010fal\u0161\u00edch svetozn\u00e1mych organiz\u00e1ci\u00ed.","breadcrumb":{"@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#breadcrumb"},"inLanguage":"sk-SK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/"]}]},{"@type":"ImageObject","inLanguage":"sk-SK","@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#primaryimage","url":"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_news_twitter_for_researchers_WEB-1.jpg","contentUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2022\/07\/202207_web_news_twitter_for_researchers_WEB-1.jpg","width":1500,"height":785},{"@type":"BreadcrumbList","@id":"https:\/\/kinit.sk\/sk\/letna-skola-od-deepmind\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kinit.sk\/sk\/"},{"@type":"ListItem","position":2,"name":"News","item":"https:\/\/kinit.sk\/sk\/category\/news-sk\/"},{"@type":"ListItem","position":3,"name":"Letn\u00e1 \u0161kola od DeepMind: ak pracujete v oblasti strojov\u00e9ho u\u010denia, nenechajte si ju ujs\u0165"}]},{"@type":"WebSite","@id":"https:\/\/kinit.sk\/#website","url":"https:\/\/kinit.sk\/","name":"KInIT","description":"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kinit.sk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"sk-SK"},{"@type":"Person","@id":"https:\/\/kinit.sk\/#\/schema\/person\/8b175aaaf3267b5bbbbb97e4a6db8cea","name":"Marianna Palkova"}]}},"_links":{"self":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/20290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/comments?post=20290"}],"version-history":[{"count":6,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/20290\/revisions"}],"predecessor-version":[{"id":20301,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/20290\/revisions\/20301"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media\/20282"}],"wp:attachment":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media?parent=20290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/categories?post=20290"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/tags?post=20290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}