{"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\/lv\/blog\/administrirovanie\/plan-prokachki-dlya-polucheniya-professii-data-engineer","title":{"rendered":"Izgl\u012bt\u012bbas pl\u0101ns datu in\u017eeniera profesijas ieg\u016b\u0161anai","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>P\u0113d\u0113jos asto\u0146us gadus es str\u0101d\u0101ju par projektu vad\u012bt\u0101ju (nestr\u0101d\u0101ju ar kodu), kas, protams, negat\u012bvi ietekm\u0113 manu tehnolo\u0123isko fona l\u012bmeni. Esmu nol\u0113mis samazin\u0101t savu tehnolo\u0123isko atpalic\u012bbu un ieg\u016bt profesiju Data engineer. Galven\u0101 prasme Data engineer ir sp\u0113ja izstr\u0101d\u0101t, veidot un uztur\u0113t datu glab\u0101tuves.<\/p>\n<p>Esmu izstr\u0101d\u0101jis apm\u0101c\u012bbu pl\u0101nu, dom\u0101ju, ka tas b\u016bs noder\u012bgs ne tikai man. Pl\u0101ns ir v\u0113rsts uz patst\u0101v\u012bgu kursu apguvi. Priorit\u0101te tiek dota bezmaksas kursiem krievu valod\u0101.<\/p>\n<p>Sada\u013cas: <\/p>\n<ul>\n<li><b>Algoritmi un datu strukt\u016bras. <\/b>Svar\u012bg\u0101kais posms. Ja apg\u016bsi to, viss p\u0101r\u0113jais ar\u012b izdosies. Svar\u012bgi ir izjust roku kod\u0113\u0161an\u0101 un izmantot pamata strukt\u016bras un algoritmus.<\/li>\n<li><b>Datu b\u0101zes un glab\u0101tuves, Business Intelligence.<\/b> No algoritmiem p\u0101rejam uz datu glab\u0101\u0161anu un apstr\u0101di.<\/li>\n<li><b>Hadoop un Big Data. <\/b>Kad datu b\u0101ze neietilpst cietaj\u0101 disk\u0101 vai kad datus ir nepiecie\u0161ams analiz\u0113t, bet Excel vairs nesp\u0113j tos iel\u0101d\u0113t, s\u0101kas lielie dati. Manupr\u0101t, pie \u0161\u012bs sada\u013cas j\u0101p\u0101riet tikai p\u0113c padzi\u013cin\u0101tas iepriek\u0161\u0113jo divu m\u0101c\u012b\u0161an\u0101s.<\/li>\n<\/ul>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Algoritmi un datu strukt\u016bras<\/h2>\n<p>\nSav\u0101 pl\u0101n\u0101 es iek\u013c\u0101vu Python apguvi, matem\u0101tikas un algoritmikas pamatu atk\u0101rto\u0161anu.<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/67\">Programm\u0113\u0161ana Python valod\u0101<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/512\">Python: pamati un pielietojums<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/2461\">Line\u0101r\u0101 algebra<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/91\/\">Diskr\u0113t\u0101s matem\u0101tikas pamati <\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/217\/\">Algoritmi: teorija un prakse. Metodes<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/1547\">Algoritmi: teorija un prakse. Datu strukt\u016bras<\/a><\/noindex><\/li>\n<\/ul>\n<p><\/p>\n<h2>Datu b\u0101zes un glab\u0101\u0161anas risin\u0101jumi, biznesa inteli\u0123ence<\/h2>\n<p><\/p>\n<ul>\n<li>Gr\u0101mata: Martins Klepmans \u2014 Augstas slodzes lietojumprogrammas. Programm\u0113\u0161ana, m\u0113rogo\u0161ana, atbalsts. Gr\u0101mata apraksta, k\u0101 darbojas da\u017e\u0101di datu mode\u013ci, to iek\u0161\u0113ja \u012bsteno\u0161ana, ierobe\u017eojumi un izv\u0113le atkar\u012bb\u0101 no uzdevuma. <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/551\">Ievads datu b\u0101z\u0113s <\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/3203\">Iedzi\u013cin\u0101\u0161an\u0101s DBMS<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/2586\">Ievads nesaist\u012btaj\u0101s datu b\u0101z\u0113s <\/a><\/noindex><\/li>\n<\/ul>\n<p>\nT\u0113mas, kas saist\u012btas ar datu glab\u0101tuves b\u016bv\u0113\u0161anu, ETL un OLAP kubiem, \u013coti atkar\u012bgas no instrumentiem, t\u0101p\u0113c \u0161aj\u0101 dokument\u0101 nesniedzu saites uz kursiem. J\u0113gpilni ir apg\u016bt \u0161\u0101das sist\u0113mas, str\u0101d\u0101jot pie konkr\u0113ta projekta konkr\u0113t\u0101 uz\u0146\u0113mum\u0101. Lai iepaz\u012btos ar ETL, var pam\u0113\u0123in\u0101t <noindex><a rel=\"nofollow\" href=\"https:\/\/www.talend.com\/\">Talend<\/a><\/noindex> vai <noindex><a rel=\"nofollow\" href=\"https:\/\/airflow.apache.org\/\">Airflow<\/a><\/noindex>.<\/p>\n<p>Manupr\u0101t, ir svar\u012bgi apg\u016bt m\u016bsdienu datu glab\u0101tuves projekt\u0113\u0161anas metodolo\u0123iju Data Vault <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/348188\/\">saite 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"http:\/\/www.dwh-club.com\/ru\/dwh-bi-articles\/vse-o-data-vault.html\">saite 2<\/a><\/noindex>. Un lab\u0101kais veids, k\u0101 to apg\u016bt, ir pa\u0146emt un \u012bstenot uz vienk\u0101r\u0161a piem\u0113ra. GitHub ir pieejami vair\u0101ki Data Vault \u012bsteno\u0161anas piem\u0113ri. <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/semashkinvg\/DataVault\">ir saite<\/a><\/noindex>. M\u016bsdien\u012bga gr\u0101mata par datu glab\u0101tav\u0101m: Modeling the Agile Data Warehouse with Data Vault by Hans Hultgren.<\/p>\n<p>Lai iepaz\u012btos ar Business Intelligence r\u012bkiem beigu lietot\u0101jiem, var izmantot bezmaksas Power BI Desktop zi\u0146u un inform\u0101cijas panelu veidot\u0101ju. Apm\u0101c\u012bbas materi\u0101li: <noindex><a rel=\"nofollow\" href=\"https:\/\/docs.microsoft.com\/ru-ru\/learn\/paths\/create-use-analytics-reports-power-bi\/\">saite 1<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/docs.microsoft.com\/ru-ru\/learn\/paths\/consume-data-with-power-bi\/\">saite 2<\/a><\/noindex>.<\/p>\n<h2>Hadoop un Big Data<\/h2>\n<p><\/p>\n<ul>\n<li>S\u0101kt j\u0101s\u0101k ar MapReduce neatkar\u012bgu \u012bsteno\u0161anu bez tre\u0161o pu\u0161u bibliot\u0113k\u0101m. Tas n\u0101kotn\u0113 \u013caus lab\u0101k saprast daudzkodolu \u012bstenojumus. Lielisks piem\u0113rs Python ir aprakst\u012bts <noindex><a rel=\"nofollow\" href=\"http:\/\/michaelnielsen.org\/blog\/write-your-first-mapreduce-program-in-20-minutes\/\">\u0161eit<\/a><\/noindex>.<\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/stepik.org\/course\/150\">Hadoop. Sist\u0113ma lielu datu apstr\u0101dei.<\/a><\/noindex> <\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/openedu.ru\/course\/misis\/ABD\/\">Ievads lielo datu in\u017eenierij\u0101 <\/a><\/noindex><\/li>\n<\/ul>\n<p><\/p>\n<h2>Secin\u0101jums<\/h2>\n<p>\nNe viss, ko m\u0101cies, ir iesp\u0113jams pielietot darb\u0101. T\u0101p\u0113c nepiecie\u0161ams diplomdarbs, kur\u0101 tu cent\u012bsies pielietot jaun\u0101s zin\u0101\u0161anas. <\/p>\n<p>Pl\u0101n\u0101 nav t\u0113mu, kas saist\u012btas ar datu anal\u012bzi un Machine Learning, jo tas vair\u0101k attiecas uz Data Scientist profesiju. Ar\u012b nav t\u0113mu, kas saist\u012btas ar m\u0101ko\u0146iem AWS, Azure, jo \u0161\u012bs t\u0113mas \u013coti atkar\u012bgas no platformas izv\u0113les.<\/p>\n<p>Jaut\u0101jumi kopienai:<br \/>\nCik sapr\u0101t\u012bgs ir mans uzlabo\u0161anas pl\u0101ns? Ko no\u0146emt vai pievienot?<br \/>\nK\u0101du projektu ieteiktu k\u0101 diplomdarbu?<br \/>\n<br \/>Avots: <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 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0431\u0435\u043a\u044d\u043d\u0434. \u042f \u0440\u0435\u0448\u0438\u043b \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u0442\u044c \u0441\u0432\u043e\u0451 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043e\u0442\u0441\u0442\u0430\u0432\u0430\u043d\u0438\u0435 \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044e Data engineer. \u041e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043d\u0430\u0432\u044b\u043a Data engineer \u2014 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c, \u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0442\u044c \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0434\u0430\u043d\u043d\u044b\u0445. \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 5.0.5 - 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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