{"id":39275,"date":"2019-10-31T22:29:10","date_gmt":"2019-10-31T19:29:10","guid":{"rendered":"https:\/\/prohoster.info\/blog\/plan-prokachki-dlya-polucheniya-professii-data-engineer\/"},"modified":"2019-10-31T22:29:10","modified_gmt":"2019-10-31T19:29:10","slug":"plan-prokachki-dlya-polucheniya-professii-data-engineer","status":"publish","type":"post","link":"https:\/\/prohoster.info\/pl\/blog\/administrirovanie\/plan-prokachki-dlya-polucheniya-professii-data-engineer","title":{"rendered":"Plan doskonalenia w celu uzyskania zawodu in\u017cyniera danych","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Od ostatnich o\u015bmiu lat pracuj\u0119 jako kierownik projekt\u00f3w (nie pisz\u0119 kodu w pracy), co naturalnie negatywnie wp\u0142ywa na moje umiej\u0119tno\u015bci technologiczne. Postanowi\u0142em zredukowa\u0107 swoje technologiczne zaleg\u0142o\u015bci i zdoby\u0107 zaw\u00f3d in\u017cyniera danych. Kluczow\u0105 umiej\u0119tno\u015bci\u0105 in\u017cyniera danych jest zdolno\u015b\u0107 do projektowania, budowania i utrzymywania magazyn\u00f3w danych.<\/p>\n<p>Sporz\u0105dzi\u0142em plan nauki, my\u015bl\u0119, \u017ce b\u0119dzie przydatny nie tylko dla mnie. Plan jest ukierunkowany na samodzielne studiowanie kurs\u00f3w. Priorytetem s\u0105 darmowe kursy w j\u0119zyku rosyjskim.<\/p>\n<p>Dzia\u0142y: <\/p>\n<ul>\n<li><b>Algorytmy i struktury danych. <\/b>Kluczowy dzia\u0142. Je\u015bli go opanujesz, wszystko inne te\u017c b\u0119dzie \u0142atwiejsze. Wa\u017cne jest, aby nabra\u0107 wprawy w pisaniu kodu oraz korzystaniu z podstawowych struktur i algorytm\u00f3w.<\/li>\n<li><b>Bazy i magazyny danych, Business Intelligence.<\/b> Od algorytm\u00f3w przechodzimy do przechowywania i przetwarzania danych.<\/li>\n<li><b>Hadoop i Big Data. <\/b>Gdy baza nie mie\u015bci si\u0119 na dysku twardym, lub gdy dane trzeba analizowa\u0107, ale Excel ju\u017c nie potrafi ich za\u0142adowa\u0107, zaczynaj\u0105 si\u0119 big data. Moim zdaniem do tego dzia\u0142u nale\u017cy przechodzi\u0107 dopiero po dok\u0142adnym przestudiowaniu dw\u00f3ch poprzednich.<\/li>\n<\/ul>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Algorytmy i struktury danych<\/h2>\n<p>\nW\u0142\u0105czy\u0142em do swojego planu nauk\u0119 Pythona, powt\u00f3rzenie podstaw matematyki i algorytmizacji.<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/67\">Programowanie w Pythonie<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/512\">Python: podstawy i zastosowanie<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/2461\">Algebra liniowa<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/91\/\">Wprowadzenie do matematyki dyskretnej <\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/217\/\">Algorytmy: teoria i praktyka. Metody<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/1547\">Algorytmy: teoria i praktyka. Struktury danych<\/a><\/noindex><\/li>\n<\/ul>\n<p><\/p>\n<h2>Bazy i magazyny danych, Business Intelligence<\/h2>\n<p><\/p>\n<ul>\n<li>Ksi\u0105\u017cka: Martin Kleppmann \u2014 Aplikacje o wysokiej dost\u0119pno\u015bci. Programowanie, skalowanie, utrzymanie. Ksi\u0105\u017cka opisuje, jak dzia\u0142aj\u0105 r\u00f3\u017cne modele danych, ich wdro\u017cenie wewn\u0119trzne, ograniczenia i wyb\u00f3r w zale\u017cno\u015bci od zadania. <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/551\">Wprowadzenie do baz danych <\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/3203\">Zanurzenie w systemach zarz\u0105dzania bazami danych<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/2586\">Wprowadzenie do baz danych nierelacyjnych <\/a><\/noindex><\/li>\n<\/ul>\n<p>\nTematy zwi\u0105zane z budow\u0105 magazyn\u00f3w danych, ETL, kubami OLAP, s\u0105 silnie uzale\u017cnione od narz\u0119dzi, dlatego w tym dokumencie nie zamieszczam link\u00f3w do kurs\u00f3w. Warto uczy\u0107 si\u0119 takich system\u00f3w, pracuj\u0105c nad konkretnym projektem w konkretnej firmie. Aby zapozna\u0107 si\u0119 z ETL, mo\u017cna spr\u00f3bowa\u0107 <noindex><a rel=\"nofollow\" href=\"https:\/\/www.talend.com\/\">Talend<\/a><\/noindex> lub <noindex><a rel=\"nofollow\" href=\"https:\/\/airflow.apache.org\/\">Airflow<\/a><\/noindex>.<\/p>\n<p>Moim zdaniem wa\u017cne jest, aby uczy\u0107 si\u0119 nowoczesnej metodologii projektowania magazyn\u00f3w danych Data Vault. <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/348188\/\">link 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"http:\/\/www.dwh-club.com\/ru\/dwh-bi-articles\/vse-o-data-vault.html\">link 2<\/a><\/noindex>. A najlepszym sposobem na nauk\u0119 jest wzi\u0119cie i zrealizowanie na prostym przyk\u0142adzie. Na GitHubie znajduje si\u0119 kilka przyk\u0142ad\u00f3w implementacji Data Vault. <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/semashkinvg\/DataVault\">link<\/a><\/noindex>. Nowoczesna ksi\u0105\u017cka o magazynach danych: Modeling the Agile Data Warehouse with Data Vault autorstwa Hansa Hultgrena.<\/p>\n<p>Aby zapozna\u0107 si\u0119 z narz\u0119dziami Business Intelligence dla u\u017cytkownik\u00f3w ko\u0144cowych, mo\u017cna skorzysta\u0107 z darmowego konstruk tora raport\u00f3w, pulpit\u00f3w nawigacyjnych oraz mini magazyn\u00f3w danych Power BI Desktop. Materia\u0142y szkoleniowe: <noindex><a rel=\"nofollow\" href=\"https:\/\/docs.microsoft.com\/ru-ru\/learn\/paths\/create-use-analytics-reports-power-bi\/\">link 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/docs.microsoft.com\/ru-ru\/learn\/paths\/consume-data-with-power-bi\/\">link 2<\/a><\/noindex>.<\/p>\n<h2>Hadoop i Big Data<\/h2>\n<p><\/p>\n<ul>\n<li>Trzeba zacz\u0105\u0107 od samodzielnej implementacji MapReduce bez zewn\u0119trznych bibliotek. To pozwoli lepiej zrozumie\u0107 wielow\u0105tkowe implementacje w przysz\u0142o\u015bci. Doskona\u0142y przyk\u0142ad w Pythonie opisano <noindex><a rel=\"nofollow\" href=\"http:\/\/michaelnielsen.org\/blog\/write-your-first-mapreduce-program-in-20-minutes\/\">tutaj<\/a><\/noindex>.<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/150\">Hadoop. System do przetwarzania du\u017cych zbior\u00f3w danych.<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/openedu.ru\/course\/misis\/ABD\/\">Wprowadzenie do in\u017cynierii danych du\u017cych. <\/a><\/noindex><\/li>\n<\/ul>\n<p><\/p>\n<h2>Podsumowanie<\/h2>\n<p>\nNie wszystko, czego si\u0119 uczysz, mo\u017cna zastosowa\u0107 w pracy. Dlatego potrzebny jest projekt dyplomowy, w kt\u00f3rym spr\u00f3bujesz zastosowa\u0107 now\u0105 wiedz\u0119. <\/p>\n<p>Plan nie zawiera temat\u00f3w zwi\u0105zanych z analiz\u0105 danych i uczeniem maszynowym, poniewa\u017c bardziej odnosz\u0105 si\u0119 one do zawodu Data Scientist. Brakuje te\u017c temat\u00f3w zwi\u0105zanych z chmurami AWS, Azure, poniewa\u017c te tematy w du\u017cej mierze zale\u017c\u0105 od wyboru platformy.<\/p>\n<p>Pytania do spo\u0142eczno\u015bci:<br \/>\nJak adekwatny jest m\u00f3j plan rozwoju? Co usun\u0105\u0107 lub doda\u0107?<br \/>\nJaki projekt polecacie jako prac\u0119 dyplomow\u0105?<br \/>\n<br \/>\u0179r\u00f3d\u0142o: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/472622\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u0432\u043e\u0441\u0435\u043c\u044c \u043b\u0435\u0442 \u044f \u0440\u0430\u0431\u043e\u0442\u0430\u044e \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u043c \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 (\u043d\u0435 \u043f\u0438\u0448\u0443 \u043a\u043e\u0434 \u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0435), \u0447\u0442\u043e \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u043d\u0435\u0433\u0430\u0442\u0438\u0432\u043d\u043e \u0432\u043b\u0438\u044f\u0435\u0442 \u043d\u0430 \u043c\u043e\u0439 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\u0421\u043e\u0441\u0442\u0430\u0432\u0438\u043b \u043f\u043b\u0430\u043d \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u0434\u0443\u043c\u0430\u044e \u043e\u043d \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u043b\u0435\u0437\u0435\u043d \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u043c\u0435\u043d\u044f. \u041f\u043b\u0430\u043d [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-39275","post","type-post","status-publish","format-standard","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u0432\u043e\u0441\u0435\u043c\u044c \u043b\u0435\u0442 \u044f 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