{"id":38984,"date":"2019-10-31T22:27:11","date_gmt":"2019-10-31T19:27:11","guid":{"rendered":"https:\/\/prohoster.info\/blog\/obuchayushhij-kanal-po-matematike-i-datasajnsu-dudvstud\/"},"modified":"2019-10-31T22:27:11","modified_gmt":"2019-10-31T19:27:11","slug":"obuchayushhij-kanal-po-matematike-i-datasajnsu-dudvstud","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/news\/obuchayushhij-kanal-po-matematike-i-datasajnsu-dudvstud","title":{"rendered":"Matematika \u00e9s adat tudom\u00e1ny oktat\u00f3csatorn\u00e1ja dudvstud","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

\r\n \"Vide\u00f3\r\n
<\/div>\r\n <\/div><\/center>
\nIratkozzatok fel, \u00e9rdekes lesz! \ud83d\ude09<\/p>\n

Hogy is t\u00f6rt\u00e9nhetett ez?<\/h1>\n

\nMiut\u00e1n neh\u00e9z utat j\u00e1rtam be a r\u00e1di\u00f3fizikai fakult\u00e1s v\u00e9gz\u0151sek\u00e9nt, az \u00e1llami tudom\u00e1nyos int\u00e9zm\u00e9ny munkat\u00e1rsak\u00e9nt, kedvenc alma materem k\u00fcl\u00f6nleges kurzus\u00e1nak oktat\u00f3jak\u00e9nt, v\u00e9gre tiszteletrem\u00e9lt\u00f3 munkat\u00e1rs lettem egy nagyon men\u0151 kiterjesztett val\u00f3s\u00e1g startup R&D r\u00e9szleg\u00e9n. Banuba<\/a><\/noindex>.<\/p>\n

Nagyszer\u0171 c\u00e9g, izgalmas feladatok, szoros id\u0151beoszt\u00e1s, csod\u00e1s k\u00f6r\u00fclm\u00e9nyek \u00e9s b\u00e9r\u2026 de miut\u00e1n az NII-ben dolgoztam, ahol olyan matematikailag k\u00e9pzett emberekkel \u00fcltem laborat\u00f3riumban, akik f\u00e9l sz\u00f3b\u00f3l meg\u00e9rtett\u00e9k a gondolatmenetemet, neh\u00e9z volt kapcsolatba l\u00e9pni a nem matematikusokkal. \u00dagy t\u0171nt, hogy egyszer\u0171 \u00e9s nyilv\u00e1nval\u00f3 dolgokat mondok, p\u00e9ld\u00e1ul: \u201eMegvizsg\u00e1ltad az adatokat homoszkedasztikusra?\u201d, \u0151k pedig azt k\u00e9rik, hogy ne sz\u00ednezzem a szavakat a l\u00e1nyok el\u0151tt. Az oktat\u00f3i m\u00faltam pedig nem hagyott el\u2026 V\u00e9g\u00fcl akt\u00edv r\u00e9sztvev\u0151 lettem a c\u00e9gen bel\u00fcli tud\u00e1smegoszt\u00e1soknak. Egy id\u0151 ut\u00e1n m\u00e9g egy kis matematikai csoportot is elkezdtem vezetni.<\/a><\/noindex> Jelenleg a sr\u00e1cok m\u00e1r \u201ediplom\u00e1ztak\u201d.<\/p>\n

Adattud\u00f3sok az R&D-ben term\u00e9szetesen m\u00e9g nem lettek, de sokkal k\u00f6nnyebben kezdik meg\u00e9rteni, mir\u0151l besz\u00e9lnek a matematikai nyelven besz\u00e9l\u0151k. Ha akarnak, folytathatj\u00e1k az \u00f6n\u00e1ll\u00f3 tanul\u00e1st vagy videokurzusokon. A legfontosabb feladat, amelyet \u00fagy v\u00e9lem, sikeresen megoldottunk a kurzusainkon, az, hogy megmutassuk az embereknek, hogy a matematika egy\u00e1ltal\u00e1n nem olyan neh\u00e9z \u00e9s f\u00e9lelmetes, mint amilyennek els\u0151 r\u00e1n\u00e9z\u00e9sre t\u0171nik. Csak hozz\u00e1 kell szokni a logikai gondolkod\u00e1s saj\u00e1tos m\u00f3dj\u00e1hoz: logikai l\u00e1ncokat kell kib\u0151v\u00edteni. <\/p>\n

\"Matematika
\n
\nElj\u00f6tt \u00e9rtem\u2026<\/p>\n

Elj\u00f6tt \u00e9rtem...<\/h2>\n

\n\ud83d\ude42 AiTiBoroda<\/a><\/noindex>A v\u00e9g\u00e9n \u00e9n, egy egyszer\u0171 szellemi munk\u00e1s, v\u00e1ratlanul h\u0151s lettem ennek a men\u0151 csatorn\u00e1nak a t\u00f6rt\u00e9net\u00e9ben!
\nVolt komment\u00e1r, volt k\u00e9rd\u00e9s\u2026 Kider\u00fclt, hogy az embereket \u00e9rdekli a matematika. Kider\u00fclt, hogy az emberek tanulni szeretn\u00e9nek (az esetek t\u00f6bbs\u00e9g\u00e9ben, \u00fagy gondolom, ism\u00e9telni a kor\u00e1bban tanultakat :) ).<\/p>\n

\r\n \"Vide\u00f3\r\n
<\/div>\r\n <\/div><\/center>
\nKezdetben nem \u00e1llt sz\u00e1nd\u00e9komban matematikai vide\u00f3blogot k\u00e9sz\u00edteni, csak egy vide\u00f3 konzult\u00e1ci\u00f3t akartam felvenni az \u00f6nfejleszt\u00e9sre v\u00e1llalkoz\u00f3knak.<\/p>\n

Kezdetben nem terveztem matematikai videoblogot csin\u00e1lni, csak annyit akartam, hogy felvegyek egy vide\u00f3 konzult\u00e1ci\u00f3t az \u00f6nk\u00e9pz\u00e9sre k\u00e9sz\u00fcl\u0151k sz\u00e1m\u00e1ra.<\/p>\n

\r\n \"Vide\u00f3\r\n
<\/div>\r\n <\/div><\/center>
\nDe eltelt egy kis id\u0151, \u00e9s r\u00e1j\u00f6ttem, hogy ezt akarom! \u00dagy d\u00f6nt\u00f6ttem, nem ellenkezem a tan\u00edt\u00f3i v\u00e1gyammal \ud83d\ude42<\/p>\n

du\/dv stud<\/h2>\n

\nA csatorna k\u00e9t h\u00e9ttel kor\u00e1bban kezdhette volna meg m\u0171k\u00f6d\u00e9s\u00e9t, ha nem lettek volna vil\u00e1g\u00edt\u00e1si probl\u00e9m\u00e1k\u2026 Mivel este k\u00e9sz\u00edtek vide\u00f3t, sz\u00fcks\u00e9gem van egy el\u00e9g er\u0151s m\u0171f\u00e9ny\u00e1ramra. Mivel pedig profi felszerel\u00e9sre m\u00e9g nem tal\u00e1ltam p\u00e9nzt, meg kellett m\u00e9rn\u00f6k\u00f6ln\u00f6m egy vil\u00e1g\u00edt\u00e1si rendszert h\u00e1zi anyagokb\u00f3l. Sok izz\u00f3t tettem bele. De ez nem m\u0171k\u00f6d\u00f6tt. Kider\u00fclt, hogy a sok pontszer\u0171 f\u00e9nyforr\u00e1s rengeteg \u00e1rny\u00e9kot ad \ud83d\ude42 De siker\u00fclt a szerkezetet viszonylag \u00e1rny\u00e9kmentes v\u00e1ltozatra \u00e1talak\u00edtani, egyszer\u0171en a pontszer\u0171 f\u00e9nyforr\u00e1sok line\u00e1risra cser\u00e9l\u00e9s\u00e9vel.<\/p>\n

\r\n \"Vide\u00f3\r\n
<\/div>\r\n <\/div><\/center><\/p>\n

De mir\u0151l sz\u00f3l a csatorna?<\/h1>\n

\nA csatorn\u00e1n r\u00f6vid (20 percig terjed\u0151) vide\u00f3el\u0151ad\u00e1sok vannak.
\n\u00d6sszesen 3 nagy r\u00e9sz lesz: A) matematika, B) adatfeldolgoz\u00e1s \u00e9s -elemz\u00e9s (itt lesz sz\u00f3 a k\u00e9pfeldolgoz\u00e1sr\u00f3l is), \u00e9s C) g\u00e9pi tanul\u00e1s. <\/p>\n

A B) \u00e9s C) szakaszokat el\u0151ad\u00e1sokat fogj\u00e1k ell\u00e1tni a tanulm\u00e1nyozott algoritmusok Pythonban val\u00f3 megval\u00f3s\u00edt\u00e1s\u00e1r\u00f3l, NumPy, ScikitLearn, Pandas stb. haszn\u00e1lat\u00e1val.<\/p>\n

A matematikai r\u00e9szben benne lesz az \u00f6sszes matematikai alap, amely a B) \u00e9s C) szakaszokhoz sz\u00fcks\u00e9ges, m\u00e9gpedig a legels\u0151 l\u00e9p\u00e9sekt\u0151l kezdve. Mivel azt \u00e1ll\u00edtom, hogy a matematika mindenki sz\u00e1m\u00e1ra hozz\u00e1f\u00e9rhet\u0151, a legfontosabb alapok r\u00f6vid \u00e1tism\u00e9tl\u00e9s\u00e9vel fogunk kezdeni.<\/p>\n

Jelenleg (5 h\u00e9ttel a kezd\u00e9s ut\u00e1n) befejez\u0151d\u00f6tt az els\u0151 blokk, az \u201eBevezet\u00e9s a matematik\u00e1ba\u201d. Ebben a blokkban r\u00f6viden \u00e1tism\u00e9telt\u00fck az iskolai aritmetikai tananyagot, felid\u00e9zt\u00fck a hatv\u00e1nyok \u00f6sszes tulajdons\u00e1g\u00e1t, a legkisebb k\u00f6z\u00f6s t\u00f6bbsz\u00f6r\u00f6st, a legnagyobb k\u00f6z\u00f6s oszt\u00f3t, a t\u00f6rteket, a r\u00f6vid\u00edt\u00e9si k\u00e9pleteket stb. <\/p>\n

Elindult a m\u00e1sodik blokk, amely a halmazokr\u00f3l \u00e9s logikai m\u0171veletekr\u0151l sz\u00f3l. A matematika nem az iskolai tanterv r\u00e9sze, de nem nehezebb!<\/p>\n

A tov\u00e1bbiakban sok \u00e9rdekes dolog v\u00e1r r\u00e1nk: az iskolai algebra \u00e9s geometria programj\u00e1nak \u00fajb\u00f3li \u00e1tn\u00e9z\u00e9se, trigonometria, sima \u00e1tmenet a komplex s\u00edkra, deriv\u00e1ltak \u00e9s integr\u00e1lok, line\u00e1ris algebra, spektr\u00e1lis anal\u00edzis, differenci\u00e1legyenletek, analitikai geometria, val\u00f3sz\u00edn\u0171s\u00e9gelm\u00e9let\u2026<\/p>\n

Csatlakozzatok!
\n
Forr\u00e1s: habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c, \u0442\u0430\u043c \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e! \ud83d\ude09 \u041a\u0430\u043a \u0436\u0435 \u0442\u0430\u043a \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u043e\u0441\u044c? \u041f\u0440\u043e\u0439\u0434\u044f \u043d\u0435\u043b\u0435\u0433\u043a\u0438\u0439 \u043f\u0443\u0442\u044c \u043e\u0442 \u0432\u044b\u043f\u0443\u0441\u043a\u043d\u0438\u043a\u0430 \u0444\u0430\u043a\u0443\u043b\u044c\u0442\u0435\u0442\u0430 \u0440\u0430\u0434\u0438\u043e\u0444\u0438\u0437\u0438\u043a\u0438, \u0447\u0435\u0440\u0435\u0437 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0430 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0443\u0447\u0440\u0435\u0436\u0434\u0435\u043d\u0438\u044f, \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044f \u0430\u0432\u0442\u043e\u0440\u0441\u043a\u043e\u0433\u043e \u0441\u043f\u0435\u0446\u043a\u0443\u0440\u0441\u0430 \u0432 \u043b\u044e\u0431\u0438\u043c\u043e\u0439 alma mater, \u044f \u043d\u0430\u043a\u043e\u043d\u0435\u0446 \u0441\u0442\u0430\u043b \u0443\u0432\u0430\u0436\u0430\u0435\u043c\u044b\u043c \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u043c R&D \u043e\u0442\u0434\u0435\u043b\u0430 \u043e\u0447\u0435\u043d\u044c \u043a\u0440\u0443\u0442\u043e\u0433\u043e \u0441\u0442\u0430\u0440\u0442\u0430\u043f\u0430 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u043d\u043e\u0439 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 Banuba. \u041a\u0440\u0443\u0442\u0430\u044f \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f, \u043a\u0440\u0443\u0442\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438, \u043d\u0430\u043f\u0440\u044f\u0436\u0435\u043d\u043d\u044b\u0439 \u0433\u0440\u0430\u0444\u0438\u043a, \u0448\u0438\u043a\u0430\u0440\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f \u0438 \u043e\u043f\u043b\u0430\u0442\u0430 \u0442\u0440\u0443\u0434\u0430\u2026 \u043d\u043e \u043f\u043e\u0441\u043b\u0435 […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":29248,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-38984","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Tanul\u00f3 csatorna matematika \u00e9s adatelemz\u00e9s t\u00e9m\u00e1j\u00e1ban dudvstud | ProHoster","description":"Iratkozzatok fel, ott \u00e9rdekes dolgok vannak!","canonical_url":"https:\/\/prohoster.info\/hu\/blog\/news\/obuchayushhij-kanal-po-matematike-i-datasajnsu-dudvstud","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"hu_HU","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0439 \u043a\u0430\u043d\u0430\u043b \u043f\u043e \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0435 \u0438 \u0434\u0430\u0442\u0430\u0441\u0430\u0439\u043d\u0441\u0443 dudvstud | ProHoster","og:description":"\u041f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c, \u0442\u0430\u043c \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e!","og:url":"https:\/\/prohoster.info\/hu\/blog\/news\/obuchayushhij-kanal-po-matematike-i-datasajnsu-dudvstud","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:27:11+00:00","article:modified_time":"2019-10-31T19:27:11+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"38984","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-24 00:15:21","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 00:59:26","updated":"2026-01-24 00:15:21","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/posts\/38984","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/comments?post=38984"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/posts\/38984\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/media\/29248"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/media?parent=38984"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/categories?post=38984"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/hu\/wp-json\/wp\/v2\/tags?post=38984"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}