{"id":8203,"date":"2021-04-07T21:34:46","date_gmt":"2021-04-07T21:34:46","guid":{"rendered":"https:\/\/wealthrevelation.com\/data-science\/2021\/04\/07\/kdnuggets-news-21n13-apr-7-top-10-python-libraries-data-scientists-should-know-in-2021-kdnuggets-top-blogs-reward-program-making-machine-learning-models-understandable\/"},"modified":"2021-04-07T21:34:46","modified_gmt":"2021-04-07T21:34:46","slug":"kdnuggets-news-21n13-apr-7-top-10-python-libraries-data-scientists-should-know-in-2021-kdnuggets-top-blogs-reward-program-making-machine-learning-models-understandable","status":"publish","type":"post","link":"https:\/\/wealthrevelation.com\/data-science\/2021\/04\/07\/kdnuggets-news-21n13-apr-7-top-10-python-libraries-data-scientists-should-know-in-2021-kdnuggets-top-blogs-reward-program-making-machine-learning-models-understandable\/","title":{"rendered":"KDnuggets\u2122 News 21:n13, Apr 7: Top 10 Python Libraries Data Scientists should know in 2021; KDnuggets Top Blogs Reward Program; Making Machine Learning Models Understandable"},"content":{"rendered":"<div id=\"post-\">\n<p><a href=\"#feat\">Features<\/a>\u00a0|\u00a0<a href=\"#prod\">Products<\/a>\u00a0|\u00a0<a href=\"#tuto\">Tutorials<\/a>\u00a0|\u00a0<a href=\"#opin\">Opinions<\/a>\u00a0|\u00a0<a href=\"#tops\">Tops<\/a>\u00a0|\u00a0<a href=\"#jobs\">Jobs<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.kdnuggets.com\/news\/submissions.html\">Submit a blog<\/a>\u00a0|\u00a0<a href=\"#imag\">Image of the week<\/a><\/p>\n<p>In this double issue of KDnuggets: Top 10 Python Libraries Data Scientists should know in 2021; KDnuggets Top Blogs Reward Program; Shapash: Making Machine Learning Models Understandable; Easy AutoML in Python; The 8 Most Common Data Scientists; A\/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 1; and much, much more.<\/p>\n<p>\u00a0<a name=\"feat\"><\/a><span>Features<\/span><br \/>\n<br \/>\u00a0<a name=\"prod\"><\/a><span>Products, Services<\/span><br \/>\n<br \/>\u00a0<a name=\"tuto\"><\/a><span>Tutorials, Overviews<\/span><\/p>\n<ul class=\"three_ul\">\n<li><a href=\"\/2021\/04\/time-series-using-sql.html\"><b>Working With Time Series Using SQL<\/b><\/a>, by Michael Grogan\n <\/li>\n<li><a href=\"\/2021\/04\/dockerize-any-machine-learning-application.html\"><b>How to Dockerize Any Machine Learning Application<\/b><\/a>, by Arunn Thevapalan\n <\/li>\n<li><a href=\"\/2021\/04\/automated-text-classification-evalml.html\"><b>Automated Text Classification with EvalML<\/b><\/a>, by Angela Lin\n <\/li>\n<li><a href=\"\/2021\/04\/best-machine-learning-frameworks-extensions-tensorflow.html\"><b>The Best Machine Learning Frameworks &amp; Extensions for TensorFlow<\/b><\/a>, by Derrick Mwiti\n <\/li>\n<li><a href=\"\/2021\/04\/deploy-machine-learning-models-to-web.html\"><b>How to deploy Machine Learning\/Deep Learning models to the web<\/b><\/a>, by Ahmad Anis\n <\/li>\n<li><a href=\"\/2021\/04\/awesome-tricks-best-practices-kaggle.html\"><b>Awesome Tricks And Best Practices From Kaggle<\/b><\/a>, by Bex T.\n <\/li>\n<li><a href=\"\/2021\/04\/whats-etl.html\"><b><img src=\"https:\/\/www.kdnuggets.com\/images\/tkb-2104-s.png\" width=\"96\" alt=\"Silver Blog\" align=\"right\">What\u2019s ETL?<\/b><\/a>, by Omer Mahmood\n <\/li>\n<li><a href=\"\/2021\/03\/3-more-free-nlp-courses.html\"><b>3 More Free Top Notch Natural Language Processing Courses<\/b><\/a>, by Matthew Mayo\n <\/li>\n<li><a href=\"\/2021\/03\/introduction-white-box-ai-interpretability.html\"><b>Introduction to the White-Box AI: the Concept of Interpretability<\/b><\/a>, by SciForce\n <\/li>\n<li><a href=\"\/2021\/03\/software-engineering-best-practices-data-scientists.html\"><b>Software Engineering Best Practices for Data Scientists<\/b><\/a>, by Madison Hunter\n <\/li>\n<li><a href=\"\/2021\/03\/why-data-scientists-quit-good-jobs.html\"><b>Why So Many Data Scientists Quit Good Jobs at Great Companies<\/b><\/a>, by Adam Sroka\n <\/li>\n<li><a href=\"\/2021\/03\/explainable-visual-reasoning-mit-builds-neural-networks-explain-themselves.html\"><b>Explainable Visual Reasoning: How MIT Builds Neural Networks that can Explain Themselves<\/b><\/a>, by Jesus Rodriguez\n <\/li>\n<li><a href=\"\/2021\/03\/break-model-20-days-tutorial-production-model-analytics.html\"><b>How to break a model in 20 days \u2014 a tutorial on production model analytics<\/b><\/a>, by Dral &amp; Samuylova\n <\/li>\n<li><a href=\"\/2021\/03\/mongodb-icloud-solutions-2021.html\"><b>MongoDB in the Cloud: Three Solutions for 2021<\/b><\/a>, by Krueger &amp; Franklin\n <\/li>\n<li><a href=\"\/2021\/03\/overview-mlops.html\"><b>Overview of MLOps<\/b><\/a>, by Steve Shwartz\n <\/li>\n<li><a href=\"\/2021\/03\/multilingual-clip--huggingface-pytorch-lightning.html\"><b>Multilingual CLIP with Huggingface + PyTorch Lightning<\/b><\/a>, by Sachin Abeywardana\n <\/li>\n<li><a href=\"\/2021\/03\/extraction-objects-images-videos-5-lines-code.html\"><b>Extraction of Objects In Images and Videos Using 5 Lines of Code<\/b><\/a>, by Ayoola Olafenwa\n <\/li>\n<li><a href=\"\/2021\/03\/rejection-sampling-python.html\"><b>Rejection Sampling with Python<\/b><\/a>, by Michael Grogan\n<\/li>\n<\/ul>\n<p>\u00a0<a name=\"opin\"><\/a><span>Opinions<\/span><br \/>\n<br \/>\u00a0<a name=\"tops\"><\/a><span>Top Stories<\/span><br \/>\n<br \/>\u00a0<a name=\"jobs\"><\/a><span>Jobs<\/span><br \/>\n<br \/>\u00a0<a name=\"imag\"><\/a><span>Image of the week<\/span><\/p>\n<blockquote><p>\n<a href=\"\/2021\/03\/overview-mlops.html\"><img src=\"https:\/\/www.kdnuggets.com\/wp-content\/uploads\/fig1-overview-mlops.jpg\" width=\"90%\" alt=\"Overview of MLOps\"><br \/>From Overview of MLOps<\/a>\n<\/p><\/blockquote><\/div>\n","protected":false},"excerpt":{"rendered":"<p>https:\/\/www.kdnuggets.com\/2021\/n13.html<\/p>\n","protected":false},"author":0,"featured_media":8204,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[2],"tags":[],"_links":{"self":[{"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/posts\/8203"}],"collection":[{"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/comments?post=8203"}],"version-history":[{"count":0,"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/posts\/8203\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/media\/8204"}],"wp:attachment":[{"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/media?parent=8203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/categories?post=8203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wealthrevelation.com\/data-science\/wp-json\/wp\/v2\/tags?post=8203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}