{"id":24717,"date":"2015-09-10T09:00:40","date_gmt":"2015-09-10T07:00:40","guid":{"rendered":"https:\/\/mamchenkov.net\/wordpress\/?p=24717"},"modified":"2015-09-10T09:00:40","modified_gmt":"2015-09-10T07:00:40","slug":"free-data-science-books","status":"publish","type":"post","link":"https:\/\/mamchenkov.net\/wordpress\/2015\/09\/10\/free-data-science-books\/","title":{"rendered":"Free Data Science Books"},"content":{"rendered":"<!-- google_ad_section_start -->\n<p>I came across\u00a0a collection of <a href=\"http:\/\/www.learndatasci.com\/free-books\/\">free data science books<\/a>:<\/p>\n<blockquote><p>Pulled from the web, here is a great collection of eBooks (most of which have a physical version that you can purchase on Amazon) written on the topics of Data Science, Business Analytics, Data Mining, Big Data, Machine Learning, Algorithms, Data Science Tools, and Programming Languages for Data Science.<\/p><\/blockquote>\n<p>Most notably, there are introductory books, handbooks, Hadoop guide, SQL books, social media data mining stuff, and d3 tips and tricks. \u00a0There&#8217;s also plenty on artificial intelligence and machine learning, but that&#8217;s too far out for me.<\/p>\n<!-- google_ad_section_end -->\n","protected":false},"excerpt":{"rendered":"<!-- google_ad_section_start -->\n<p>I came across\u00a0a collection of free data science books: Pulled from the web, here is a great collection of eBooks (most of which have a physical version that you can purchase on Amazon) written on the topics of Data Science, Business Analytics, Data Mining, Big Data, Machine Learning, Algorithms, Data Science Tools, and Programming Languages &hellip; <a href=\"https:\/\/mamchenkov.net\/wordpress\/2015\/09\/10\/free-data-science-books\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Free Data Science Books<\/span><\/a><\/p>\n<!-- google_ad_section_end -->\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"Free Data Science Books #BigData #ComputerScience #books","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false,"_links_to":"","_links_to_target":""},"categories":[1,2294,18,62,1334],"tags":[3198,1192,1559,773],"keyring_services":[],"class_list":["post-24717","post","type-post","status-publish","format-standard","hentry","category-general","category-books","category-programming","category-technology","category-web-work","tag-big-data","tag-computer-science","tag-databases","tag-sql"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"I came across a collection of free data science books: Pulled from the web, here is a great collection of eBooks (most of which have a physical version that you can purchase on Amazon) written on the topics of Data Science, Business 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Books\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/mamchenkov.net\/wordpress"},{"label":"Technology","link":"https:\/\/mamchenkov.net\/wordpress\/category\/technology\/"},{"label":"Programming","link":"https:\/\/mamchenkov.net\/wordpress\/category\/technology\/programming\/"},{"label":"Free Data Science Books","link":"https:\/\/mamchenkov.net\/wordpress\/2015\/09\/10\/free-data-science-books\/"}],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack-related-posts":[{"id":29139,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/12\/27\/data-science-cheatsheets\/","url_meta":{"origin":24717,"position":0},"title":"Data Science Cheatsheets","author":"Leonid Mamchenkov","date":"December 27, 2018","format":false,"excerpt":"Here's a good collection of cheatsheets for anyone involved with Big Data and machine learning. Whether you are already well versed in the subject, or just starting, I'm sure you'll find something useful. And while we are on the subject of machine learning, check out this repository for examples in\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/12\/ml_map_scikit_learn.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":9617,"url":"https:\/\/mamchenkov.net\/wordpress\/2005\/10\/28\/daily-del-icio-us-bookmarks\/","url_meta":{"origin":24717,"position":1},"title":"Daily del.icio.us bookmarks","author":"Leonid Mamchenkov","date":"October 28, 2005","format":false,"excerpt":"Shared bookmarks for del.icio.us user tvset on 2005-10-27 The Object Oriented Programming Web -- Programming and Computer Science Tutorials, Lecture notes and online books Tagged as: algorithms books development programming tutorials Dictionary of Algorithms and Data Structures Tagged as: algorithm algorithms computers concepts data development dictionary documentation education engineering howto\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":27502,"url":"https:\/\/mamchenkov.net\/wordpress\/2017\/04\/09\/350-data-structure-problems-with-solutions\/","url_meta":{"origin":24717,"position":2},"title":"350+ Data Structure Problems with Solutions","author":"Leonid Mamchenkov","date":"April 9, 2017","format":false,"excerpt":"Here is a rather extensive collection of 350+ data structure problems with solutions. \u00a0The list varies from the usual searching and sorting of values in an array, to string manipulation, binary logic, matrices and graphs. \u00a0No matter how high was your grade for all those Computer Science courses back in\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2017\/04\/Knight-Movements.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":28425,"url":"https:\/\/mamchenkov.net\/wordpress\/2018\/03\/09\/sqlbolt-learn-sql-with-simple-interactive-exercises\/","url_meta":{"origin":24717,"position":3},"title":"SQLBolt &#8211; Learn SQL with simple, interactive exercises","author":"Leonid Mamchenkov","date":"March 9, 2018","format":false,"excerpt":"SQLBolt is by far the best SQL tutorial that I've ever seen!\u00a0 Yes, I know, it's a very bold statement.\u00a0 But I promise that it's true. With hundreds of books, videos, and other tutorials around, the problem of delivering the understanding of data management, databases, and SQL to regular people\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2018\/03\/sqlbolt-500x366.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":18922,"url":"https:\/\/mamchenkov.net\/wordpress\/2013\/12\/09\/bayesdb-a-bayesian-database-table-for-querying-the-probable-implications-of-data\/","url_meta":{"origin":24717,"position":4},"title":"BayesDB &#8211; a Bayesian database table for querying the probable implications of data","author":"Leonid Mamchenkov","date":"December 9, 2013","format":"link","excerpt":"BayesDB - a Bayesian database table for querying the probable implications of data BayesDB, a Bayesian database, lets users query the probable implications of their data as easily as a SQL database lets them query the data itself. Using the built-in Bayesian Query Language (BQL), users with no statistics training\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":26983,"url":"https:\/\/mamchenkov.net\/wordpress\/2016\/11\/27\/top-29-books-on-amazon-from-hacker-news-comments\/","url_meta":{"origin":24717,"position":5},"title":"Top 29 books on Amazon from Hacker News comments","author":"Leonid Mamchenkov","date":"November 27, 2016","format":false,"excerpt":"I came across this nice visualization of \"Top 29 books ranked by unique users linking to Amazon in Hacker News comments\". Amazon product links were extracted and counted from 8.3M comments posted on Hacker News from Oct 2006 to Oct 2015. Most of these are, not surprisingly, on programming and\u2026","rel":"","context":"In &quot;All&quot;","block_context":{"text":"All","link":"https:\/\/mamchenkov.net\/wordpress\/category\/general\/"},"img":{"alt_text":"hacker-news-books","src":"https:\/\/i0.wp.com\/mamchenkov.net\/wordpress\/wp-content\/uploads\/2016\/11\/hacker-news-books-500x169.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"jetpack_sharing_enabled":true,"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/24717","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/comments?post=24717"}],"version-history":[{"count":0,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/posts\/24717\/revisions"}],"wp:attachment":[{"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/media?parent=24717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/categories?post=24717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/tags?post=24717"},{"taxonomy":"keyring_services","embeddable":true,"href":"https:\/\/mamchenkov.net\/wordpress\/wp-json\/wp\/v2\/keyring_services?post=24717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}