{"id":802,"date":"2020-04-24T12:22:06","date_gmt":"2020-04-24T05:22:06","guid":{"rendered":"https:\/\/arikuncoro.xyz\/blog\/?p=802"},"modified":"2020-04-24T12:33:49","modified_gmt":"2020-04-24T05:33:49","slug":"sumber-pembelajaran-data-science","status":"publish","type":"post","link":"https:\/\/arikuncoro.xyz\/blog\/data-science\/technology-n-science\/sumber-pembelajaran-data-science\/","title":{"rendered":"Sumber Pembelajaran Data Science"},"content":{"rendered":"\n<p>Berbahagialah kalian yang hidup di masa internet yang serba cepat sekarang ini. Sumber belajar dapat diperolah dari mana-mana, mulai dari buku, video,\u00a0<em>podcast<\/em>, hingga kelas online. Saya rangkum beberapa sumber yang mudah-mudahan bisa menjadi inspirasi kalian belajar. Sumber dari github saya di <a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill\">sini<\/a>. <\/p>\n\n\n\n<p>Inilah yang menjadi sumber inspirasi saya dalam membuat <a href=\"https:\/\/www.iykra.com\/course\/view.php?id=18\">Kelas Online Data Science Foundation di IYKRA. <\/a><\/p>\n\n\n\n<!--more-->\n\n\n\n<h2 class=\"wp-block-heading\">1. Visualization<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#11-exploratory\"><\/a>1.1 Exploratory<\/h3>\n\n\n\n<ul><li>Option 1 (Paid) : Tableau 10 A-Z Hands On Tableau:&nbsp;<a href=\"https:\/\/www.udemy.com\/tableau10\/\">https:\/\/www.udemy.com\/tableau10\/<\/a><\/li><li>Option 2 (Free) : Official Training from Tableau:&nbsp;<a href=\"https:\/\/www.tableau.com\/learn\/training\">https:\/\/www.tableau.com\/learn\/training<\/a><\/li><li>Option 3 (Can be free) : Analyzing and Visualizing Data with Power BI:&nbsp;<a href=\"https:\/\/www.edx.org\/course\/analyzing-and-visualizing-data-with-power-bi-0\">https:\/\/www.edx.org\/course\/analyzing-and-visualizing-data-with-power-bi-0<\/a><\/li><li>Option 4 (Free) : Official Training from Power BI:&nbsp;<a href=\"https:\/\/powerbi.microsoft.com\/en-us\/learning\/\">https:\/\/powerbi.microsoft.com\/en-us\/learning\/<\/a><\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#12-explanatory\"><\/a>1.2 Explanatory<\/h3>\n\n\n\n<ul><li>Storytelling with Data Book:\u00a0<a href=\"http:\/\/www.storytellingwithdata.com\/book\">http:\/\/www.storytellingwithdata.com\/<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#2-coding\"><\/a>2. Coding<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#21-coding---sql\"><\/a>2.1. Coding &#8211; SQL<\/h3>\n\n\n\n<ul><li>Option 1 (Free) : Intro to SQL: Querying and managing data by Khan Academy&nbsp;<a href=\"https:\/\/www.khanacademy.org\/computing\/computer-programming\/sql\">https:\/\/www.khanacademy.org\/computing\/computer-programming\/sql<\/a><\/li><li>Option 2 (Free) : Learn SQL Relational Database by Cognitive Class&nbsp;<a href=\"https:\/\/cognitiveclass.ai\/courses\/learn-sql-relational-databases\/\">https:\/\/cognitiveclass.ai\/courses\/learn-sql-relational-databases\/<\/a><\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#22-coding---python\"><\/a>2.2 Coding &#8211; Python<\/h3>\n\n\n\n<ul><li>Option 1 (Free) : Python for Data Science:&nbsp;<a href=\"https:\/\/cognitiveclass.ai\/courses\/python-for-data-science\/\">https:\/\/cognitiveclass.ai\/courses\/python-for-data-science\/<\/a><\/li><li>Option 2 (Paid) : Python for Everybody Book:&nbsp;<a href=\"https:\/\/www.amazon.com\/Python-Everybody-Exploring-Data\/dp\/1530051126\">https:\/\/www.amazon.com\/Python-Everybody-Exploring-Data\/dp\/1530051126<\/a><\/li><li>Option 3 (Can be free) : Python for Everybody Specialization&nbsp;<a href=\"https:\/\/www.coursera.org\/specializations\/python\">https:\/\/www.coursera.org\/specializations\/python<\/a><\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#23-coding---r\"><\/a>2.3. Coding &#8211; R<\/h3>\n\n\n\n<ul><li>Option 1 (Free) : R For Data Science Book:&nbsp;<a href=\"https:\/\/r4ds.had.co.nz\/\">https:\/\/r4ds.had.co.nz\/<\/a><\/li><li>Option 2 (Can be free) : R programming:&nbsp;<a href=\"https:\/\/www.coursera.org\/learn\/r-programming\">https:\/\/www.coursera.org\/learn\/r-programming<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#3-statistics\"><\/a>3. Statistics<\/h2>\n\n\n\n<ul><li>Option 1 (Can Be Free) : Basic Statistic&nbsp;<a href=\"https:\/\/www.coursera.org\/learn\/basic-statistics\">https:\/\/www.coursera.org\/learn\/basic-statistics<\/a><\/li><li>Option 2 (Paid): Statistics for Dummies Book&nbsp;<a href=\"https:\/\/www.amazon.com\/Statistics-Dummies-Math-Science\/dp\/1119293529\/\">https:\/\/www.amazon.com\/Statistics-Dummies-Math-Science\/dp\/1119293529\/<\/a><\/li><li>Option 3 (Free): Statistics and Probability by Khan Academy&nbsp;<a href=\"https:\/\/www.khanacademy.org\/math\/statistics-probability\">https:\/\/www.khanacademy.org\/math\/statistics-probability<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#4-business-practice\"><\/a>4. Business Practice<\/h2>\n\n\n\n<ul><li>Get inspired from one of the projects listed here:&nbsp;<a href=\"https:\/\/paperswithcode.com\/\">https:\/\/paperswithcode.com\/<\/a><\/li><li>a. Computer Vision:&nbsp;<a href=\"https:\/\/paperswithcode.com\/area\/cv\">https:\/\/paperswithcode.com\/area\/cv<\/a><\/li><li>b. Natural Language Processing:&nbsp;<a href=\"https:\/\/paperswithcode.com\/area\/nlp\">https:\/\/paperswithcode.com\/area\/nlp<\/a><\/li><li>c. Medical:&nbsp;<a href=\"https:\/\/paperswithcode.com\/area\/med\">https:\/\/paperswithcode.com\/area\/med<\/a><\/li><li>d. Games:&nbsp;<a href=\"https:\/\/paperswithcode.com\/area\/rl\">https:\/\/paperswithcode.com\/area\/rl<\/a><\/li><li>e. Music:&nbsp;<a href=\"https:\/\/paperswithcode.com\/area\/music\">https:\/\/paperswithcode.com\/area\/music<\/a><\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><a href=\"https:\/\/github.com\/arikunco\/Data-Science-Skill#5-legal\"><\/a>5. Legal<\/h2>\n\n\n\n<ul><li>For Indonesians (Free): Peraturan Menteri No 20 tahun 2016:&nbsp;<a href=\"https:\/\/jdih.kominfo.go.id\/produk_hukum\/view\/id\/553\/t\/peraturan+menteri+komunikasi+dan+informatika+nomor+20+tahun+2016+tanggal+1+desember+2016\">https:\/\/jdih.kominfo.go.id\/produk_hukum\/view\/id\/553\/t\/peraturan+menteri+komunikasi+dan+informatika+nomor+20+tahun+2016+tanggal+1+desember+2016<\/a><\/li><li>For European (Free) : General Data Protection Regulation for free by University of Groningen at Future Learn Platform&nbsp;<a href=\"https:\/\/www.futurelearn.com\/courses\/general-data-protection-regulation\">https:\/\/www.futurelearn.com\/courses\/general-data-protection-regulation<\/a><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Berbahagialah kalian yang hidup di masa internet yang serba cepat sekarang ini. Sumber belajar dapat diperolah dari mana-mana, mulai dari &#8230;<\/p>\n","protected":false},"author":1,"featured_media":804,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[118,14],"tags":[22,211,210,88,208,209],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts\/802"}],"collection":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/comments?post=802"}],"version-history":[{"count":6,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts\/802\/revisions"}],"predecessor-version":[{"id":817,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/posts\/802\/revisions\/817"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/media\/804"}],"wp:attachment":[{"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/media?parent=802"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/categories?post=802"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/arikuncoro.xyz\/blog\/wp-json\/wp\/v2\/tags?post=802"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}