{"id":1404,"date":"2019-08-12T13:18:09","date_gmt":"2019-08-12T13:18:09","guid":{"rendered":"https:\/\/mribeirodantas.xyz\/blog\/?p=1404"},"modified":"2019-08-12T13:18:19","modified_gmt":"2019-08-12T13:18:19","slug":"best-links-of-the-week-31","status":"publish","type":"post","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/08\/12\/best-links-of-the-week-31\/","title":{"rendered":"Best links of the week #31"},"content":{"rendered":"Reading time: <\/span> 2<\/span> minutes<\/b><\/span><\/span>\n

Best links of the week from 5th August to 11th August<\/h3>\n\n\n\n
\"\"
Source: here<\/a>.<\/figcaption><\/figure>\n\n\n\n

Links<\/h4>\n\n\n\n
  1. randomizr: R Package for randomized experiments<\/a>.<\/li>
  2. Bayes’rule: Guide (course with several different levels)<\/a>.<\/li>
  3. Extracting Brazilian schools census data with R<\/a> at Fernando Barbalho’s gists<\/a>.<\/li>
  4. Download all data from DATASUS (several Brazilian health-related datasets) with R<\/a> at Fernando Barbalho’s gists<\/a>.<\/li><\/ol>\n\n\n\n\n\n\n\n

    Blog\/posts<\/h4>\n\n\n\n
    1. Statistics & Probability: Fundamentals 1<\/a> at Felix Laumann<\/a>‘s Medium account.<\/li>
    2. Statistics & Probability: Fundamentals 2<\/a> at Felix Laumann<\/a>‘s Medium account.<\/li>
    3. Probabilistic Graphical Models: Fundamentals<\/a> at Felix Laumann<\/a>‘s Medium account.<\/li>
    4. Inference in Probabilistic Models: Monte Carlo and variational methods<\/a> at Felix Laumann<\/a>‘s Medium account.<\/li>
    5. When machine learning meets complexity: why Bayesian deep learning is unavoidable<\/a> at Felix Laumann<\/a>‘s Medium account.<\/li>
    6. How Bayesian methods embody Occam\u2019s razor<\/a> at Felix Laumann<\/a>‘s Medium account.<\/li>
    7. Probability Learning I: Bayes’ Theorem<\/a> at Towards Data Science<\/a>.<\/li>
    8. General vs Narrow AI<\/a> at HackerNoon<\/a>.<\/li>
    9. Probability concepts explained: Introduction<\/a> by Jonny Brooks-Bartlett<\/a> at Towards Data Science<\/a>.<\/li>
    10. Probability concepts explained: Rules of probability (introduction part 2) <\/a>by Jonny Brooks-Bartlett<\/a> at Towards Data Science<\/a>.<\/li>
    11. Probability concepts explained: probability distributions (introduction part 3)<\/a> by Jonny Brooks-Bartlett<\/a> at Towards Data Science<\/a>.<\/li>
    12. Common Probability Distributions: The Data Scientist\u2019s Crib Sheet<\/a> at Sean Owen<\/a>.<\/li><\/ol>\n\n\n\n

      Podcast<\/h4>\n\n\n\n
      1. Cause & Effect: A Conversation with Judea Pearl<\/a> at Sam Harris’ Making Sense Podcast (#164)<\/a>. <\/li>
      2. Fisiopatologia do C\u00e2ncer (Reimagine o C\u00e2ncer #03)<\/a> at SciCast, Portal Deviante<\/a>.<\/li><\/ol>\n\n\n\n

        Scientific article<\/h4>\n\n\n\n
        1. Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks<\/a> at PLOS Computational Biology<\/a>.<\/li><\/ol>\n\n\n\n

          Videos<\/h4>\n\n\n\n
          1. Maximum Likelihood Estimation in R I<\/a> at Vidya-mitra<\/a> YouTube channel.<\/li>
          2. Maximum Likelihood Estimation in R II<\/a> at Vidya-mitra<\/a> YouTube channel.<\/li>
          3. M\u00e1xima Verossimilhan\u00e7a para a Distribui\u00e7\u00e3o Normal, passo a passo!<\/a> at StatQuest with Josh Starmer<\/a>‘s YouTube channel.<\/li>
          4. A visual guide to Bayesian thinking<\/a> at Julia Galef<\/a>‘s YouTube channel.<\/li><\/ol>\n\n\n\n

            Positions available<\/h4>\n\n\n\n
            1. Senior Backend Developer \/ Data Engineer<\/a> at AdMobilize.<\/li>
            2. Cientista de Dados<\/a> at Cervejaria Ambev.<\/li>
            3. Especialista de Dados<\/a> at ARPO Talent Connections.<\/li>
            4. DBA \/ Arquiteto de Banco de Dados S\u00eanior<\/a> at M\u00e9liuz.<\/li>
            5. Desenvolvedor(a) Front-End S\u00eanior<\/a> at M\u00e9liuz.<\/li>
            6. Desenvolvedor(a) Web Analytics<\/a> at DP6.<\/li>
            7. Consultor(a) de Digital Analytics<\/a> at DP6.<\/li>
            8. Desenvolvedor(a) Python<\/a> at Jeitto.<\/li>
            9. Engenheiro de Dados<\/a> at Resource IT.<\/li>
            10. Data Scientist – Vis\u00e3o computacional<\/a> at Kognita Lab.<\/li>
            11. Data Scientist \/ Cientista de dados (foco em NLP)<\/a> at Kognita Lab.<\/li>
            12. Est\u00e1gio em Data Science<\/a> at Kognita Lab.<\/li>
            13. Big Data Software Engineer<\/a> at Epam Systems.<\/li>
            14. Seguran\u00e7a da Informa\u00e7\u00e3o – Prote\u00e7\u00e3o de dados<\/a> at Beijaflore Consultoria.<\/li>
            15. Research Staff Position<\/a> at Sandia National Laboratories.<\/li>
            16. Ph.D. opportunity in Computational Linguistics<\/a> at Saarland University.<\/li>
            17. Tenure Track Faculty Positions in Artificial Intelligence<\/a> at Oregon State University.<\/li>
            18. Ph.D. opportunity on NLP and statistical relational learning<\/a> at the University of Edinburgh.<\/li>
            19. Ph.D. opportunity in Artificial Intelligence for Future Society Smart Cities<\/a> at the University of Southampton.<\/li>
            20. Ph.D. opportunity in Machine Learning for Stress and Fatigue Detection in Ship Crews<\/a> at the University of Southampton.<\/li>
            21. Machine Learning Researcher Positions<\/a> at Arm’s ML Research Group in Austin, USA.<\/li>
            22. Several research interns\/associate positions<\/a> at Honda Research Institute.<\/li>
            23. Research Fellow in Computer Vision<\/a> at Monash University.<\/li><\/ol>\n","protected":false},"excerpt":{"rendered":"

              Reading time: <\/span> 2<\/span> minutes<\/b><\/span><\/span>This release of my best links of the week comes with A LOT of knowledge on bayesian reasoning and statistics. But that’s not it, there are also data for you to analyze, podcasts episodes and SEVERAL opportunities! \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_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],"tags":[92,12,16,9,13,28,63,94,10],"class_list":["post-1404","post","type-post","status-publish","format-standard","hentry","category-bestlinks","tag-bayes","tag-bayesianism","tag-cancer","tag-causality","tag-data","tag-data-science","tag-machine-learning","tag-r-packages","tag-statistics"],"yoast_head":"\nBest links of the week #31 - 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\/08\/12\/best-links-of-the-week-31\/\" \/>\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 #31 - The Dataist Storyteller\" \/>\n<meta property=\"og:description\" content=\"Reading time: 2 minutesThis release of my best links of the week comes with A LOT of knowledge on bayesian reasoning and statistics. 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But that's not it, there are also data for you to analyze, podcasts episodes and SEVERAL opportunities! :-)","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/paw9jx-mE","jetpack-related-posts":[{"id":118,"url":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/01\/14\/best-links-of-the-week-1\/","url_meta":{"origin":1404,"position":0},"title":"Best links of the week #1","author":"mribeirodantas","date":"January 14, 2019","format":false,"excerpt":"Best links of the week from 7th January to 13th January. Blog\/posts Price\u2019s Law: Why Only A Few People Generate Half Of The Results at Darius Foroux's blog.Why every data scientist shall read \u201cThe Book of Why\u201d by Judea\u00a0Pearl at Towards Data Science.Understanding Purposive Sampling at ThoughtCo., which is a\u2026","rel":"","context":"In "BestLinks"","block_context":{"text":"BestLinks","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/category\/bestlinks\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":3856,"url":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2020\/08\/17\/best-links-of-the-week-74\/","url_meta":{"origin":1404,"position":1},"title":"Best links of the week #74","author":"mribeirodantas","date":"August 17, 2020","format":false,"excerpt":"Best links of the week from 20th July to 17th August Links Match your manuscript to a potential journal (Clarivate).Match your manuscript to a potential journal (Elsevier).Match your manuscript to a potential journal (Springer).Cohen's d at Wikiversity.Why, When and How to Adjust Your P Values? at Cell Journal.GitHub CLI. Blog\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":2623,"url":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2020\/01\/20\/best-links-of-the-week-52\/","url_meta":{"origin":1404,"position":2},"title":"Best links of the week #52","author":"mribeirodantas","date":"January 20, 2020","format":false,"excerpt":"This week release brings several texts teaching you on how to use dplyr and purrr, two very famous R packages, how to perform sensitivity analysis, and several academic and industry opportunities!","rel":"","context":"In "BestLinks"","block_context":{"text":"BestLinks","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/category\/bestlinks\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1361,"url":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/2019\/08\/05\/best-links-of-the-week-30\/","url_meta":{"origin":1404,"position":3},"title":"Best links of the week #30","author":"mribeirodantas","date":"August 5, 2019","format":false,"excerpt":"Shiny apps controlled by your webcam? Your voice? How about an R package to help you catch cheaters? Data visualization, statistics and much more! Oh! 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Several new public databases for analysis and a great list for exercise on data cleaning!","rel":"","context":"In "BestLinks"","block_context":{"text":"BestLinks","link":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/category\/bestlinks\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/dilbet.gif?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/dilbet.gif?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/dilbet.gif?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/mribeirodantas.xyz\/blog\/wp-content\/uploads\/2019\/05\/dilbet.gif?resize=700%2C400&ssl=1 2x"},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1404","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/comments?post=1404"}],"version-history":[{"count":25,"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1404\/revisions"}],"predecessor-version":[{"id":1436,"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/posts\/1404\/revisions\/1436"}],"wp:attachment":[{"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/media?parent=1404"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/categories?post=1404"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mribeirodantas.xyz\/blog\/index.php\/wp-json\/wp\/v2\/tags?post=1404"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}