{"id":1223,"date":"2014-02-26T10:35:30","date_gmt":"2014-02-26T11:35:30","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=1223"},"modified":"2014-02-26T10:35:30","modified_gmt":"2014-02-26T11:35:30","slug":"17-tutorials-data-scientists","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/estatistica\/17-tutorials-data-scientists\/","title":{"rendered":"17 short tutorials all data scientists should read"},"content":{"rendered":"<div id=\"attachment_1224\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/17-short-tutorials-all-data-scientists-should-read-and-practice\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1224\" class=\"size-medium wp-image-1224\" src=\"http:\/\/sites.uac.pt\/amendes\/files\/2014\/02\/dsc_logo-300x25.png\" alt=\"Excelentes textos fundamentais para cientistas dos dados\" width=\"300\" height=\"25\" srcset=\"https:\/\/sites.uac.pt\/amendes\/files\/2014\/02\/dsc_logo-300x25.png 300w, https:\/\/sites.uac.pt\/amendes\/files\/2014\/02\/dsc_logo.png 798w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-1224\" class=\"wp-caption-text\">Excelentes textos fundamentais para cientistas dos dados<\/p><\/div>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Here&#8217;s the list:<\/span><\/p>\n<ul>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/practical-illustration-of-map-reduce-hadoop-style-on-real-data?xg_source=activity\" target=\"_blank\">Practical illustration of Map-Reduce (Hadoop-style), on real data<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.hadoop360.com\/blog\/a-synthetic-variance-designed-for-hadoop-and-big-data\" target=\"_blank\">A synthetic variance designed for Hadoop and big data<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/feature-selection-based-on-predictive-power\" target=\"_blank\">Fast Combinatorial Feature Selection with New Definition of Predict&#8230;<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/a-little-known-component-that-should-be-part-of-most-data-science\" target=\"_blank\">A little known component that should be part of most data science a&#8230;<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/11-features-any-database-sql-or-nosql-should-have\" target=\"_blank\">11 Features any database, SQL or NoSQL, should have<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/forum\/topics\/clustering-idea-for-very-large-datasets\" target=\"_blank\">Clustering idea for very large datasets<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/hidden-decision-trees-revisited\" target=\"_blank\">Hidden decision trees revisited<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/profiles\/blogs\/correlation-and-r-squared-for-big-data\" target=\"_blank\">Correlation and R-Squared for Big Data<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/marrying-computer-science-statistics-and-domain-expertize\" target=\"_blank\">Marrying computer science, statistics and domain expertize<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/profiles\/blogs\/new-pattern-to-predict-stock-prices-multiplies-return-by-factor-5\" target=\"_blank\">New pattern to predict stock prices, multiplies return by factor 5<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/profiles\/blogs\/what-mapreduce-can-t-do\" target=\"_blank\">What Map Reduce can&#8217;t do<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/new-fast-excel-to-process-billions-of-rows-via-the-cloud\" target=\"_blank\">Excel for Big Data<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.bigdatanews.com\/profiles\/blogs\/fast-clustering-algorithms-for-massive-datasets\" target=\"_blank\">Fast clustering algorithms for massive datasets<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/group\/codesnippets\/forum\/topics\/source-code-for-our-big-data-keyword-correlation-api\" target=\"_blank\">Source code for our Big Data keyword correlation API<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/profiles\/blogs\/the-curse-of-big-data\">The curse of big data<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.analyticbridge.com\/profiles\/blogs\/how-to-detect-a-pattern-problem-and-solution\" target=\"_blank\">How to detect a pattern? Problem and solution<\/a><\/span><\/li>\n<li><span style=\"font-family: arial, helvetica, sans-serif\"><a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/interesting-data-science-application-steganography\" target=\"_blank\">Interesting Data Science Application: Steganography<\/a><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>Related link<\/strong>:\u00a0<a href=\"http:\/\/www.datasciencecentral.com\/profiles\/blogs\/first-steps-on-the-pathway-to-becoming-a-data-scientist-the-data\" target=\"_blank\">The Data Science Toolkit<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here&#8217;s the list: Practical illustration of Map-Reduce (Hadoop-style), on real data A synthetic variance designed for Hadoop and big data Fast Combinatorial Feature Selection with New Definition of Predict&#8230; A little known component that should be part of most data science a&#8230; 11 Features any database, SQL or NoSQL, should have Clustering idea for very [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103,102,150],"tags":[74,174,134,123,132],"class_list":["post-1223","post","type-post","status-publish","format-standard","hentry","category-data-mining","category-estatistica","category-materiais-para-profissionais","tag-analise-de-dados","tag-big-data","tag-captura-de-conhecimento","tag-excel","tag-r-software"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1223","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=1223"}],"version-history":[{"count":2,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1223\/revisions"}],"predecessor-version":[{"id":1226,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1223\/revisions\/1226"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=1223"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=1223"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=1223"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}