{"id":656,"date":"2019-04-22T19:13:03","date_gmt":"2019-04-22T19:13:03","guid":{"rendered":"http:\/\/mribeirodantas.xyz\/blog\/?p=656"},"modified":"2019-05-11T20:58:00","modified_gmt":"2019-05-11T20:58:00","slug":"best-links-of-the-week-15","status":"publish","type":"post","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/04\/22\/best-links-of-the-week-15\/","title":{"rendered":"Best links of the week #15"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\"><b>Reading time: <\/span> <span class=\"rt-time\"> 2<\/span> <span class=\"rt-label rt-postfix\">minutes<\/b><\/span><\/span>\n<h3 class=\"wp-block-heading\" id=\"mce_0\">Best links of the week from 15th April to 21st April<\/h3>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"360\" height=\"309\" data-attachment-id=\"688\" data-permalink=\"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/04\/22\/best-links-of-the-week-15\/as\/\" data-orig-file=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/04\/as.gif?fit=360%2C309&amp;ssl=1\" data-orig-size=\"360,309\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"as\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/04\/as.gif?fit=360%2C309&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/04\/as.gif?resize=360%2C309\" alt=\"\" class=\"wp-image-688\"\/><figcaption>Source: <a href=\"https:\/\/towardsdatascience.com\/the-5-clustering-algorithms-data-scientists-need-to-know-a36d136ef68\">Towards Data Science<\/a>.<\/figcaption><\/figure><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">Links<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"http:\/\/businessoverbroadway.com\/2018\/12\/20\/top-bob-blog-posts-of-2018-data-science-machine-learning-and-the-net-promoter-score\/\"><\/a>When it comes to clustering, depending on the algorithm used, one may have a hard time <a href=\"https:\/\/en.wikipedia.org\/wiki\/Determining_the_number_of_clusters_in_a_data_set\">determining the appropriate <\/a><em><a href=\"https:\/\/en.wikipedia.org\/wiki\/Determining_the_number_of_clusters_in_a_data_set\">k<\/a><\/em><a href=\"https:\/\/en.wikipedia.org\/wiki\/Determining_the_number_of_clusters_in_a_data_set\"> (number of clusters)<\/a>. Some algorithms do not require it, but for the ones that do, such as <em>k-means<\/em>, you should have a look at the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Elbow_method_(clustering)\">elbow method<\/a> to evaluate the appropriate <em>k<\/em> or at the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Silhouette_(clustering)\">silhouette<\/a> of objects regarding the clusters.<\/li><li><a href=\"https:\/\/www.dunderdata.com\/\">Dunder Data<\/a> is a professional training company dedicated to teaching data science and machine learning. There is paid and free online material.<\/li><li><a href=\"https:\/\/software-carpentry.org\/\">Software Carpentry<\/a>, teaching basic lab skills for research computing.<\/li><li><a href=\"https:\/\/ropensci.org\/\">ROpenSci<\/a>, transforming science through open data and software.<\/li><li><a href=\"https:\/\/www.instagram.com\/mlmaisleve\/\">mlmaisleve<\/a>, conceitos r\u00e1pidos e leves sobre Machine Learning ?.<\/li><li><a href=\"https:\/\/kite.com\/\">kite<\/a>, Code Faster in Python with Line-of-Code Completions.<\/li><\/ol>\n\n\n\n<!--more-->\n\n\n\n<h4 class=\"wp-block-heading\">Blog\/posts<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"https:\/\/statmodeling.stat.columbia.edu\/2014\/08\/04\/correlation-even-imply-correlation\/\">Correlation does not even imply\u00a0<\/a><em><a href=\"https:\/\/statmodeling.stat.columbia.edu\/2014\/08\/04\/correlation-even-imply-correlation\/\">correlation<\/a><\/em> (tricky, but worth a read) at <a href=\"https:\/\/statmodeling.stat.columbia.edu\/\">Andrew Gelman&#8217;s Blog<\/a>.<\/li><li><a href=\"https:\/\/worthwhile.typepad.com\/worthwhile_canadian_initi\/2012\/07\/why-are-almost-all-economists-unaware-of-milton-friedmans-thermostat.html\">Why are (almost all) economists unaware of Milton Friedman&#8217;s thermostat?<\/a> at <a href=\"https:\/\/worthwhile.typepad.com\/worthwhile_canadian_initi\/\">Worthwhile Canadian Initiative<\/a>.<\/li><li>Comments about above link <a href=\"http:\/\/themonkeycage.org\/2012\/07\/milton-friedmans-thermostat\/\">here<\/a> at <a href=\"http:\/\/themonkeycage.org\">The Monkey Cage<\/a>.<\/li><li><a href=\"http:\/\/causality.cs.ucla.edu\/blog\/index.php\/2019\/03\/19\/causal-inference-summer-short-course-at-harvard\/\">Summer Short Course \u201cAn Introduction to Causal Inference\u201d<\/a> at <a href=\"http:\/\/causality.cs.ucla.edu\/blog\/\">Causal Analysis in Theory and Practice<\/a>.<\/li><li><a href=\"https:\/\/dataskeptic.com\/blog\/episodes\/2018\/the-master-algorithm\">The Master Algorithm<\/a> at <a href=\"https:\/\/dataskeptic.com\/\">Data Skeptic<\/a>.<\/li><li><a href=\"https:\/\/towardsdatascience.com\/the-5-basic-statistics-concepts-data-scientists-need-to-know-2c96740377ae\">The 5 Basic Statistics Concepts Data Scientists Need to Know<\/a> by <a href=\"https:\/\/towardsdatascience.com\/@george.seif94\">George Seif<\/a> at <a href=\"https:\/\/towardsdatascience.com\">Towards Data Science<\/a>.<\/li><li><a href=\"https:\/\/towardsdatascience.com\/the-5-clustering-algorithms-data-scientists-need-to-know-a36d136ef68\">The 5 Clustering Algorithms Data Scientists Need to\u00a0Know<\/a> by <a href=\"https:\/\/towardsdatascience.com\/@george.seif94\">George Seif<\/a> at <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/li><li><a href=\"https:\/\/amva4newphysics.wordpress.com\/2016\/10\/26\/into-the-world-of-clustering-algorithms-k-means-k-modes-and-k-prototypes\/\">Into the world of clustering algorithms: k-means, k-modes and\u00a0k-prototypes<\/a> by <a rel=\"noreferrer noopener\" href=\"https:\/\/amva4newphysics.wordpress.com\/author\/alesaggio\/\" target=\"_blank\">Alessia Saggio<\/a> at <a href=\"https:\/\/amva4newphysics.wordpress.com\/\">AMVA4NewPhysics<\/a>.<\/li><li><a href=\"https:\/\/shapeofdata.wordpress.com\/2014\/03\/04\/k-modes\/\">K-modes<\/a> at <a href=\"https:\/\/shapeofdata.wordpress.com\/\">The Shape of Data<\/a>.<\/li><li><a href=\"https:\/\/stats.stackexchange.com\/questions\/15287\/hierarchical-clustering-with-mixed-type-data-what-distance-similarity-to-use\">Hierarchical clustering with mixed type data &#8211; what distance\/similarity to use?<\/a> at <a href=\"https:\/\/stats.stackexchange.com\">Cross Validated<\/a>.<\/li><li><a href=\"https:\/\/medium.com\/data-visualization-society\/breaking-the-rules-bd212fecd045\">It\u2019s Okay to Break the Rules, Sometimes<\/a> by <a href=\"https:\/\/medium.com\/@flerlagekr\">Ken Flerlage<\/a> at <a href=\"https:\/\/medium.com\/data-visualization-society?source=logo-710974c80ce---356ca48206e6\">Data Visualization Society<\/a>.<\/li><li><a href=\"https:\/\/medium.com\/pew-research-center-decoded\/how-pew-research-center-uses-small-multiple-charts-2531bfc06419\">How Pew Research Center uses small multiple charts<\/a> by <a href=\"https:\/\/medium.com\/@pbell_1064\">Peter Bell<\/a> at <a href=\"https:\/\/medium.com\/pew-research-center-decoded\">Decoded \/ Pew Research Center<\/a>.<\/li><li><a href=\"https:\/\/medium.com\/multiple-views-visualization-research-explained\/how-do-we-know-when-a-visualization-is-good-c894b5194b62\">How do we know when a visualization is good? Perspectives from a cognitive scientist<\/a> by <a href=\"https:\/\/medium.com\/@lace.m.k.padilla\">Lace Padilla<\/a> at <a href=\"https:\/\/medium.com\/multiple-views-visualization-research-explained\">Multiple Views &#8211; Visualization Research Explained<\/a>.<\/li><li><a href=\"https:\/\/www.linkedin.com\/pulse\/an%25C3%25A1lise-das-v%25C3%25ADtimas-de-acidentes-tr%25C3%25A2nsito-nas-rodovias-gabriel-gomes-1f\/\">An\u00e1lise das V\u00edtimas de Acidentes de Tr\u00e2nsito nas Rodovias Brasileiras &#8211; Parte 2<\/a> at <a href=\"https:\/\/www.linkedin.com\/in\/gabriellimagomes\/?lipi=urn%3Ali%3Apage%3Ad_flagship3_pulse_read%3BJL0XH5KBR2eAI6w5CxQKfg%3D%3D&amp;licu=urn%3Ali%3Acontrol%3Ad_flagship3_pulse_read-profile\">Gabriel Lima Goes LinkedIn Profile<\/a>.<\/li><\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">Videos<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"https:\/\/www.youtube.com\/watch?v=o7qCfcTL7r0\">Algoritmos Gen\u00e9ticos &#8211; Aplica\u00e7\u00e3o no R<\/a> at <a href=\"https:\/\/www.youtube.com\/channel\/UC4jROkPjTvnXRkuo2GAwKXw\">EstaTiDados<\/a> YouTube Channel.<br><\/li><\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">Positions available<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"https:\/\/www.linkedin.com\/jobs\/view\/1212341648\/\"><\/a><a href=\"https:\/\/jobs.kenoby.com\/contaazul\/job\/engenheiroa-de-dados\/5c4770e5a67ad34eeabe2e60\">Engenheiro(a) de Dados<\/a> at Conta Azul.<\/li><li><a href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:6523572825842868224\/\">Data Scientist J\u00fanior<\/a> at Diin.<\/li><li><a href=\"https:\/\/www.linkedin.com\/jobs\/cap\/view\/1220182351\/?pathWildcard=1220182351&amp;trk=job_capjs\">Technical Architect (Associate Director)<\/a> at IQVIA.<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\"><b>Reading time: <\/span> <span class=\"rt-time\"> 2<\/span> <span class=\"rt-label rt-postfix\">minutes<\/b><\/span><\/span>In this best links of the week, there is an interesting focus in clustering techniques and data visualization. I hope you like it!<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","_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":"","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},"categories":[8,24],"tags":[52,11,25,10],"class_list":["post-656","post","type-post","status-publish","format-standard","hentry","category-bestlinks","category-r","tag-data-visualization","tag-datascience","tag-r","tag-statistics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Best links of the week #15 - The Dataist Storyteller<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/04\/22\/best-links-of-the-week-15\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Best links of the week #15 - The Dataist Storyteller\" \/>\n<meta property=\"og:description\" content=\"Reading time:  2 minutesIn this best links of the week, there is an interesting focus in clustering techniques and data visualization. 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Links I know what you did last session - clustering users with ml presented at PAPIs LATAM 2019.You can also see all the talks that happened during PAPIs LATAM 2018 here on their YouTube channel.Data Science Cheatsheet\u2026","rel":"","context":"In &quot;BestLinks&quot;","block_context":{"text":"BestLinks","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/category\/bestlinks\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":4812,"url":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2022\/02\/23\/best-links-of-the-week-89\/","url_meta":{"origin":656,"position":1},"title":"Best links of the week #89","author":"mribeirodantas","date":"February 23, 2022","format":false,"excerpt":"Best links of the week from December 7th to February 22nd. 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