{"id":836,"date":"2019-05-20T11:01:05","date_gmt":"2019-05-20T11:01:05","guid":{"rendered":"http:\/\/mribeirodantas.xyz\/blog\/?p=836"},"modified":"2019-05-20T11:01:05","modified_gmt":"2019-05-20T11:01:05","slug":"best-links-of-the-week-19","status":"publish","type":"post","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/05\/20\/best-links-of-the-week-19\/","title":{"rendered":"Best links of the week #19"},"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 13th May to 19th May<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"211\" data-attachment-id=\"875\" data-permalink=\"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/05\/20\/best-links-of-the-week-19\/cant_sleep\/\" data-orig-file=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/cant_sleep.png?fit=740%2C244&amp;ssl=1\" data-orig-size=\"740,244\" 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=\"cant_sleep\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/cant_sleep.png?fit=300%2C99&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/cant_sleep.png?fit=640%2C211&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/cant_sleep.png?resize=640%2C211\" alt=\"\" class=\"wp-image-875\" srcset=\"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/cant_sleep.png?w=740&amp;ssl=1 740w, https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/cant_sleep.png?resize=300%2C99&amp;ssl=1 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><figcaption>Source: <a href=\"https:\/\/xkcd.com\/571\/\">xkcd<\/a>.<\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Links<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"https:\/\/chrome.google.com\/webstore\/detail\/super-simple-highlighter\/hhlhjgianpocpoppaiihmlpgcoehlhio\">Super Simple Highlighter<\/a>.<\/li><li><a href=\"http:\/\/naniar.njtierney.com\/\">naniar<\/a> R package for handling missing data.<\/li><li><a href=\"https:\/\/stefvanbuuren.name\/fimd\/sec-MCAR.html\">Concepts of MCAR, MAR and MNAR<\/a> (in the <a href=\"https:\/\/stefvanbuuren.name\/fimd\">Flexible Imputation of Missing Data<\/a> book by Stef van Buuren) at  <a href=\"https:\/\/stefvanbuuren.name\">Stefan van Buuren&#8217;s website<\/a>.<\/li><li><a href=\"https:\/\/qr.ae\/TWN2TG\">What are some amazing human genetic mutations?<\/a> at <a href=\"https:\/\/www.quora.com\">Quora<\/a>.<\/li><li><a href=\"https:\/\/genetics.thetech.org\/ask-a-geneticist\/brown-eyed-parents-blue-eyed-kids\">How brown eyed parents can have blue eyed kids?<\/a> at <a href=\"https:\/\/genetics.thetech.org\">Genetics &#8211; The Tech<\/a>.<\/li><li><a href=\"https:\/\/genetics.thetech.org\/how-blue-eyed-parents-can-have-brown-eyed-children\">How Blue Eyed Parents Can Have Brown Eyed Children<\/a> at <a href=\"https:\/\/genetics.thetech.org\">Genetics &#8211; The Tech<\/a>.<\/li><li><a href=\"https:\/\/github.com\/rstudio\/webinars\">Code and slides for RStudio webinars<\/a> at <a href=\"https:\/\/github.com\/rstudio\/\">RStudio GitHub<\/a>.<\/li><li><a href=\"https:\/\/resources.rstudio.com\/webinars\">RStudio Webinars<\/a>.<\/li><li><a href=\"https:\/\/www.technologyreview.com\/s\/613518\/grocery-bills-can-predict-diabetes-rates-by-neighborhood\/\">Grocery bills can predict diabetes rates by neighborhood<\/a> at <a href=\"https:\/\/www.technologyreview.com\/\">MIT Technology Reviews<\/a>.<\/li><li><a href=\"https:\/\/stats.stackexchange.com\/questions\/247871\/what-is-the-root-cause-of-the-class-imbalance-problem\">What is the root cause of the class imbalance problem?<\/a> Best answers: <a href=\"https:\/\/stats.stackexchange.com\/a\/268366\">here<\/a> and <a href=\"https:\/\/stats.stackexchange.com\/a\/405437\">here<\/a> at <a href=\"https:\/\/stats.stackexchange.com\">Cross Validated<\/a>.<\/li><li><a href=\"https:\/\/datascience.stackexchange.com\/questions\/24392\/why-we-need-to-handle-data-imbalance\">Why we need to handle data imbalance?<\/a> <a href=\"https:\/\/datascience.stackexchange.com\/a\/24493\">Best answer<\/a> at <a href=\"https:\/\/stats.stackexchange.com\">Cross Validated<\/a>.<\/li><li>The first thing you should do to your data is to summarize it. Definitely, even before anything you can think of. Imported to R? Summarize it. <a href=\"http:\/\/www.sr.bham.ac.uk\/~ajrs\/R\/r-show_data.html\">Here<\/a> you can find several functions (with descriptions) on how to do it. If you&#8217;re writing a report on your data, you should definitely check <a href=\"https:\/\/cran.r-project.org\/web\/packages\/qwraps2\/vignettes\/summary-statistics.html\">this link<\/a>. <a href=\"https:\/\/machinelearningmastery.com\/descriptive-statistics-examples-with-r\/\">Understanding your data is fundamental<\/a>!<\/li><li><a href=\"https:\/\/www.datawrapper.de\/\">Enrich your stories with charts, in seconds with Datawrapper<\/a>.<\/li><li><a href=\"https:\/\/www.cgu.gov.br\/noticias\/2019\/05\/pesquisa-mapeia-atuacoes-individuais-e-em-rede-no-uso-de-dados-abertos-do-governo\">Pesquisa mapeia atua\u00e7\u00f5es individuais e em rede no uso de dados abertos do governo<\/a> at <a href=\"https:\/\/www.cgu.gov.br\/noticias\">CGU Not\u00edcias<\/a>.<\/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:\/\/www.theanalysisfactor.com\/causes-of-missing-data\/\">Missing Data Mechanisms: A Primer<\/a> at <a href=\"https:\/\/www.theanalysisfactor.com\">The Analysis Factor<\/a>.<\/li><li><a href=\"https:\/\/www.theanalysisfactor.com\/missing-data-mechanism\/\">How to Diagnose the Missing Data Mechanism<\/a> at <a href=\"https:\/\/www.theanalysisfactor.com\">The Analysis Factor<\/a>.<\/li><li><a href=\"https:\/\/matloff.wordpress.com\/2015\/09\/29\/unbalanced-data-is-a-problem-no-balanced-data-is-worse\/\">Unbalanced data is a problem? No, balanced data is worse<\/a> at <a href=\"https:\/\/matloff.wordpress.com\">Mad (Data) Scientist<\/a>.<\/li><li><a href=\"https:\/\/dabblingwithdata.wordpress.com\/2018\/01\/02\/my-favourite-r-package-for-summarising-data\/\">My favourite R package for: summarising\u00a0data<\/a> at <a href=\"https:\/\/dabblingwithdata.wordpress.com\/\">Dabbling with data<\/a>.<\/li><li><a href=\"https:\/\/imasters.com.br\/desenvolvimento\/criando-um-dataset-de-faces-com-dlib\">Criando um dataset de faces com Dlib<\/a> at <a href=\"https:\/\/imasters.com.br\">iMasters<\/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=0ZGbIKd0XrM\">Simulating Natural Selection<\/a> at <a href=\"https:\/\/www.youtube.com\/channel\/UCKzJFdi57J53Vr_BkTfN3uQ\">Primer YouTube channel<\/a>.<\/li><\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">Podcasts<\/h4>\n\n\n\n<ol class=\"wp-block-list\"><li><a href=\"https:\/\/www.deviante.com.br\/podcasts\/spin\/spin-de-noticias-554\/\">H\u00e1 humanos adaptados ao mergulho para ca\u00e7ar?<\/a> at <a href=\"http:\/\/www.deviante.com.br\/podcasts\/spin\/\">Deviante (Spin de Not\u00edcias)<\/a>.<\/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=\"http:\/\/www.jobs.cam.ac.uk\/job\/21353\/\">PhD Studentship &#8211; Regulation of cell shape: from nanoscale processes to cell-scale mechanics (Fixed Term)<\/a> at University of Cambridge.<\/li><li><a href=\"https:\/\/lions.epfl.ch\/opportunities\/\">PhD and Post-doc Positions<\/a> at EPFL (Switzerland).<\/li><li><a href=\"https:\/\/www.linkedin.com\/feed\/update\/urn:li:activity:6534408005809684482\/\">Engenheiro de Dados<\/a> at Hariken.<\/li><li><a href=\"https:\/\/hipsters.jobs\/job\/6248\/engenheiro-de-dados\/\">Engenheiro de Dados<\/a> at Social Miner.<\/li><li><a href=\"https:\/\/jobs.kenoby.com\/jusbrasil\/job\/senior-backend-engineer-data\/5cd1e0d07d72ce5a544ae14f\">Senior Backend Engineer &#8211; Data<\/a> at Jusbrasil.<\/li><li><a href=\"https:\/\/tembici.gupy.io\/jobs\/44665\">Engenheiro de Dados<\/a> at tembici.<\/li><li><a href=\"https:\/\/glovoapp.com\/es\/jobs\">12 Data positions<\/a> at Globo.<\/li><li><a href=\"https:\/\/careers.google.com\/jobs\/results\/131748711442064070-software-engineer\/\">Software Engineer<\/a> at Google Belo Horizonte.<\/li><li><a href=\"https:\/\/segware.breezy.hr\/p\/25be007f229e-software-engineer-data\">Software Engineer &#8211; Data<\/a> at Segware.<\/li><li><a href=\"https:\/\/www.vagas.com.br\/vagas\/v1864384\/engenheiro-a-de-software.html\">Engenheiro (a) de Software<\/a> at Vagas.com.<\/li><li><a href=\"https:\/\/www.vagas.com.br\/vagas\/v1864629\/engenheiro-a-de-dados.html\">Engenheiro(a) de Dados<\/a> at Vagas.com.<\/li><li><a href=\"https:\/\/www.linkedin.com\/pulse\/vaga-cientista-de-dados-marcos-speca\/\">Cientista de Dados<\/a> at Legal Insights.<\/li><li><a href=\"https:\/\/hipsters.jobs\/job\/10222\/administrador-de-dados\/\">Administrador de Dados<\/a> at Radar Profissional.<\/li><li><a href=\"https:\/\/hipsters.jobs\/job\/10227\/analista-cloud\/\">Analista Cloud<\/a> at Hitss do Brasil Servi\u00e7os Tecnol\u00f3gicos LTDA.<\/li><li><a href=\"https:\/\/hipsters.jobs\/job\/10225\/especialista-em-banco-de-dados\/\">Especialista em Banco de Dados at Hitss<\/a> do Brasil Servi\u00e7os Tecnol\u00f3gicos LTDA.<\/li><li><a href=\"https:\/\/jobs.kenoby.com\/stefanini\/job\/analista-etl\/5cdacaef46b1e522e1ea2385\">Analista ETL<\/a> at Stefanini.<\/li><li><a href=\"http:\/\/site.vagas.com.br\/PagVagaDirSS.asp?v=1891126\">Analista de Intelig\u00eancia Anal\u00edtica Sr<\/a> at Tereos.<\/li><li><a href=\"https:\/\/hipsters.jobs\/job\/6248\/engenheir-de-dados\/\">Engenheir@ de Dados<\/a> at Social Miner.<\/li><li><a href=\"http:\/\/www.huntscholarship.com\/2019\/05\/phd-scholarship-on-iot-and-data.html\">PhD Scholarship on Iot and Data Analytics for Smart Cities<\/a> at Uppsala University.<\/li><li><a href=\"https:\/\/www.jobs.ac.uk\/job\/BRQ055\/lecturer-assistant-professor-in-artificial-intelligence\">Lecturer (Assistant Professor) in Artificial Intelligence<\/a> at University of Bath.<\/li><li><a href=\"https:\/\/www.jobs.ac.uk\/job\/BRQ052\/lecturer-assistant-professor-in-visual-computing\">Lecturer (Assistant Professor) in Visual Computing<\/a> at University of Bath.<\/li><li><a href=\"https:\/\/jobs.idlab.uantwerpen.be\/o\/phd-researcher-on-scientific-machine-learning-for-complex-ecosystem-interaction-analysis\">PhD researcher on Scientific Machine Learning for complex ecosystem interaction analysis<\/a> at University of Antwerp.<\/li><li><a href=\"https:\/\/jobs.idlab.uantwerpen.be\/o\/phd-researcher-on-next-generation-neural-networks-for-uavbased-remote-sensing\">PhD researcher on Next Generation Neural Networks for UAV-based remote sensing<\/a> at University of Antwerp.<\/li><li><a href=\"https:\/\/www.ugent.be\/ea\/idlab\/en\/news-events\/news\/vacancy-phd-position-yield-and-variability-optimization-of-integrated-circuits-using-machine-learning.htm\">Vacancy: PhD position \u2013 Yield and Variability Optimization of Integrated Circuits using Machine Learning<\/a> at Ghent University.<\/li><li><a href=\"http:\/\/www.cs.ox.ac.uk\/news\/1673-full.html\">Research Associate in Reinforcement Learning<\/a> at University of Oxford.<\/li><li><a href=\"https:\/\/recruitment.tees.ac.uk\/itrentlive_webrecruitment\/wrd\/run\/etrec107gf.open?VACANCY_ID=1952402wUT&amp;WVID=3395700LFi&amp;LANG=USA\">Professor of Computer Science<\/a> at Teesside University.<\/li><li><a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSefHhM9eOydZye6sFi-Q_g_0IOp9DfRi-d-28xDxp8vbuBlDA\/viewform\">Postdoctoral Positions in Applied or Theoretical Machine Learning<\/a> at EPFL.<\/li><li><a href=\"https:\/\/rekry.saima.fi\/certiahome\/open_job_view.html?id=00007357\">Data Analyst (imaging)<\/a> at University of Eastern Finland.<\/li><li><a href=\"https:\/\/astrazeneca.wd3.myworkdayjobs.com\/Careers\/job\/Sweden---Gothenburg\/Machine-Learning-and-Cheminformatics-Expert_R-041096-2\">Machine Learning Expert<\/a> at AstraZeneca.<\/li><li><a href=\"https:\/\/www.it.pt\/Positions\/PostDoc\/395\">Postdoctoral position in Machine Learning<\/a> at Instituto de Telecomunica\u00e7\u00f5es.<\/li><li><a href=\"https:\/\/goo.gl\/forms\/WQiwUryWx4fMGEoC3\">Data Engineer Specialist<\/a> at Birdie.<\/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>30+ job and academic opportunities! Missing data handling, data imbalance, and how to get to know your data! Come and check one more release of my best links of the week \ud83d\ude42<\/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_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_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","enabled":false},"version":2}},"categories":[8],"tags":[66,67,68,51,47],"class_list":["post-836","post","type-post","status-publish","format-standard","hentry","category-bestlinks","tag-data-imbalance","tag-data-summary","tag-descriptive-statistics","tag-genetics","tag-missing-data-handling"],"jetpack_publicize_connections":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Best links of the week #19 - 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\/05\/20\/best-links-of-the-week-19\/\" \/>\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 #19 - The Dataist Storyteller\" \/>\n<meta property=\"og:description\" content=\"Reading time:  2 minutes30+ job and academic opportunities! 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