{"id":4509,"date":"2021-03-24T06:35:23","date_gmt":"2021-03-24T06:35:23","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2021\/03\/24\/dsc-weekly-digest-22-march-2021\/"},"modified":"2021-03-24T06:35:23","modified_gmt":"2021-03-24T06:35:23","slug":"dsc-weekly-digest-22-march-2021","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2021\/03\/24\/dsc-weekly-digest-22-march-2021\/","title":{"rendered":"DSC Weekly Digest 22 March 2021"},"content":{"rendered":"<p>Author: Kurt A Cagle<\/p>\n<div>\n<div style=\"width: 620px; font-family: Arial; margin-left: auto; margin-right: auto;\">\n<table style=\"width: 626px; height: auto;\">\n<tbody>\n<tr>\n<td>\n<div class=\"dsc_primaryImage\"><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blog\/list?tag=dsc_newsletter\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/928d3f1b-f22d-4190-8989-487873f372fb.jpg?profile=RESIZE_710x\" width=\"620\" class=\"align-full\"><\/a><\/span><\/div>\n<div style=\"width: 620px;\">\n<hr>\n<div class=\"dsc_editorialBlock\" style=\"width: 620px;\">\n<a href=\"https:\/\/www.education.datasciencecentral.com\/?utm_source=DSC&amp;utm_medium=tab\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" hspace=\"15\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/7f68c239-77fc-4613-9db8-6860b3b373a6.png\" width=\"160\" height=\"600\" alt=\"Become A Data Science Leader\" title=\"Become A Data Science Leader\" align=\"right\" style=\"margin-top: -1pt; display: inline-block; float: right; margin-left: 15px; margin-right: 0px;\"><\/a><\/p>\n<h2 class=\"dsc_subtitle\"><span style=\"font-family: arial, helvetica, sans-serif;\">The Future For Data Scientists<\/span><\/h2>\n<div class=\"dsc_editorial\" style=\"text-align: justify;\">\n<p>One of the first jobs that I had after college (in the midst of a recession) was working as a typesetter for a small company in Florida in the latter 1980s. Having spent almost every waking hour on computers during school, this was hardly the kind of job where you&#8217;d expect there to be an issue about job security. Working on the then-current Linotronic hardware, my job was to markup text to be formatted on film using computer codes, which gave me an early insight into work I&#8217;d be doing a decade later with XML.<\/p>\n<p>Things went swimmingly for the first six months or so, until a small company called Aldus, out of San Jose, California released a program called Pagemaker for the new Macintosh computer. For many companies, Pagemaker was a game-changer, making it possible to create professional-quality content visually in real-time. For our small typesetting firm, it was the End Times. The company went from having a revenue of $10 million when I started to less than $150,000 when I was finally laid off with the rest of the staff a year later. For me, it provided a window into understanding how quickly technology can completely rewrite the landscape.<\/p>\n<p>The field of data science has changed dramatically since DSC first began in 2012. The niches that opened up after those first few years have largely been filled, and competition for baseline data science jobs has increased even as salaries have dropped. Knowing what a Bayesian is or how to correct for skewed distributions is no longer enough, and in many cases, work that used to require R or Python working in an IDE has now become integrated into mainstream BI tools, available at the click of a button.<\/p>\n<p>That does not mean that there are no data science positions out there, only that many of them are increasingly specialized. In essence, the future of the data scientist is where it&#8217;s always been, as a subject matter expert who has the knowledge and experience to use the tools of data science, machine learning, and AI in order to better understand and interpret their own domain. This shouldn&#8217;t be surprising, but for all too many people who want to be data scientists first, I&#8217;d make the case that they should look upon data science as a toolset, a set of skills that all researchers and analysts should have.<\/p>\n<p class=\"MsoNormal\">This is why we run Data Science Central, and why we are expanding its focus to consider the width and breadth of digital transformation in our society.\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/\">Data Science Central<\/a>\u00a0is your community. It is a chance to learn from other practitioners, and a chance to communicate what you know to the data science community overall. I encourage you to\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/so-you-want-to-write-for-dsc-1\">submit original articles<\/a>\u00a0and to make your name known to the people that are going to be hiring in the coming year. As always let us know what you think.<\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">In media res,<\/span><br \/><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"mailto:kcagle@techtarget.com\">Kurt Cagle<\/a><\/span><br \/><span style=\"font-family: arial, helvetica, sans-serif;\">Community Editor,<\/span><br \/><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/datasciencecentral.com\/\">Data Science Central<\/a><\/span><\/p>\n<\/div>\n<\/div>\n<div>\n<hr>\n<div><span style=\"font-family: arial, helvetica, sans-serif;\"><strong><span style=\"font-size: 1.5em;\">Announcements<\/span><\/strong><\/span><\/div>\n<div class=\"dsc_section\" style=\"width: 620px;\">\n<div class=\"dsc_sectionBody\">\n<ul>\n<li>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-family: arial, helvetica, sans-serif;\">See Data Science in Action on March 24 &#8211; KNIME Spring Data Talks.<\/span><\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">Learn about today\u2019s data science challenges across verticals, connect with others in the Data Science community, and peek over the shoulders of our KNIME developers to see how to make your data analysis workflows more efficient and repeatable. <a href=\"http:\/\/pubads.g.doubleclick.net\/gampad\/clk?id=5647459836&amp;iu=\/2672641\/ClickTracking\" target=\"_blank\" rel=\"noopener\">Sign up today<\/a>.<\/span><\/p>\n<\/li>\n<\/ul>\n<ul>\n<li><span style=\"font-family: arial, helvetica, sans-serif;\">Earn your MS in Data Science from Northwestern and build statistical and analytic expertise as well as the management and leadership skills needed to implement high-level, data-driven decisions in a wide range of fields. Study entirely online in classes led by leading data science professionals. <a href=\"http:\/\/pubads.g.doubleclick.net\/gampad\/clk?id=5649052502&amp;iu=\/2672641\/ClickTracking\" target=\"_blank\" rel=\"noopener\">Learn more<\/a>.<\/span><\/li>\n<\/ul>\n<ul>\n<li>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">Register for <a href=\"https:\/\/pubads.g.doubleclick.net\/gampad\/clk?id=5648464555&amp;iu=\/2672641\/ClickTracking\" target=\"_blank\" rel=\"noopener\">this webinar<\/a> to learn more on IndiOmics data science approaches that combine open source tools and secure SAS environments!<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">Date: 3\/25\/2021<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">Time: 9:00 AM PST<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">Speaker: Melissa Strong, PhD, Founder &amp; Lead Data Scientist &#8211; IndiOmics<\/span><\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif;\">Hosted by: Rafael Knuth, Contributing Editor &#8211; Data Science Central<\/span><\/p>\n<\/li>\n<\/ul>\n<\/div>\n<div>\n<hr>\n<div>\n<div class=\"dsc_section\" style=\"width: 620px;\">\n<h2 class=\"dsc_subtitle\"><span style=\"font-family: arial, helvetica, sans-serif;\">DSC Featured Articles<\/span><\/h2>\n<div class=\"dsc_sectionBody\">\n<ul>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/unlocking-e-commerce-growth-for-cpg-with-data-and-analytics#RaghavendraSingh44277\">Unlocking e-commerce growth for CPG with data and analytics<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/data-center-server-market-is-projected-to-reach-100-billion-by#kulbhushan44277\">Data Center Server Market is Projected to Reach 100 Billion by 2027<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/inspiring-women-in-ai-and-data-science#MonjimaNandi44277\">Inspiring Women in AI and Data Science<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/explainable-ai-xai-prototype-for-detecting-out-of-distribution#AjayArunachalam44277\">Explainable AI: Detecting Out-of-Distribution Samples and Adversarial Attacks<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/what-should-java-developers-learn-in-2021#OLIVIACUTHBERT44277\">What should Java developers learn in 2021?<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/six-use-cases-in-blockchain-analysis#IsaacRallo44277\">Six use cases in Blockchain Analysis<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/unleashing-the-business-value-of-technology-part-1-framing-the#BillSchmarzo44277\">Unleashing the Business Value of Technology Part 1: Framing the Challenge<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/virtualized-network-functions-the-cloudification-of-telecoms#ajitjaokar44277\">Virtualized network functions: The cloudification of telecoms leading to a new class of applications<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-to-introduce-machine-learning-to-your-business#Loganberger44277\">How to Introduce Machine Learning to your Business<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/what-is-dataops-1#SaraPetrie44277\">What is DataOps?<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/feature-engineering-at-a-glance#ShanthababuP44277\">Feature Engineering At a glance<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/maximizing-data-use-and-reducing-pitfalls-putting-the-right-data#ClaytonDavis44277\">Maximizing Data Use and Reducing Pitfalls: Putting the Right Data Preparation Process in Place for AI<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/pros-and-cons-of-using-python-for-web-development#ShardulBhatt44277\">Pros and Cons of using Python for Web Development<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/can-deep-learning-address-limited-bandwidth-and-other-video#JohnBurke44277\">Can Deep Learning Address Limited Bandwidth and Other Video Streaming Challenges?<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/7-tips-for-b2b-amp-b2c-portal-development-that-speed-up-your#AriaBarnes44277\">7 Tips for B2B &amp; B2C Portal Development that Speed Up Your Website<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/data-catalog-importance-features-and-benefits#Indhu44277\">Data Catalog: Importance, features and benefits<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/data-science-and-cloud-a-perfect-match-for-your-data-analytics#RaghavendraSingh44277\">Data Science and Cloud: A Perfect Match for your Data Analytics needs<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-can-sentiment-analysis-be-used-for-brand-management#RogerMax44277\">How can Sentiment Analysis be Used for Brand Management<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/hurwitz-riemann-zeta-and-other-special-probability-distributions#VincentGranville44277\">Hurwitz-Riemann Zeta And Other Special Probability Distributions<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-healthcare-can-benefit-from-iot#ShahmeerKhan44277\">How Healthcare can Benefit from\u00a0IoT?<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/dsc-weekly-digest-15-march-2021#KurtCagle44277\">DSC Weekly Digest 15 March 2021<\/a><\/li>\n<\/ul>\n<\/div>\n<div>\n<hr>\n<div><span style=\"font-family: arial, helvetica, sans-serif;\"><strong><span style=\"font-size: 1.5em;\">TechTarget Articles<\/span><\/strong><\/span><\/div>\n<div class=\"dsc_section\" style=\"width: 620px;\">\n<div class=\"dsc_sectionBody\">\n<ul>\n<li><a href=\"https:\/\/searchsoftwarequality.techtarget.com\/tip\/Clear-up-CI-vs-CD-confusion-for-DevOps-practices#MatthewGrasberger44277\">Clear up CI vs. CD confusion for DevOps practices<\/a><\/li>\n<li><a href=\"https:\/\/searchhrsoftware.techtarget.com\/podcast\/Bersin-sees-HR-tech-market-shifting-to-systems-of-design#DavidEssex44277\">Bersin sees HR tech market shifting to &#8216;systems of design&#8217;<\/a><\/li>\n<li><a href=\"https:\/\/searcherp.techtarget.com\/feature\/A-real-life-example-of-the-self-distribution-supply-chain-model#LindaRosencrance44277\">A real-life example of the self-distribution supply chain model<\/a><\/li>\n<li><a href=\"https:\/\/searchbusinessanalytics.techtarget.com\/post\/What-analytics-leaders-need-to-know-about-graph-technology#MarkBeyer44277\">What analytics leaders need to know about graph technology<\/a><\/li>\n<li><a href=\"https:\/\/internetofthingsagenda.techtarget.com\/tip\/Roll-out-IoT-device-certificates-to-boost-network-security#JuliaBorgini44277\">Roll out IoT device certificates to boost network security<\/a><\/li>\n<li><a href=\"https:\/\/searchcio.techtarget.com\/tip\/5-ways-to-gain-the-financial-benefits-of-cloud-computing#JohnBurke44277\">5 ways to gain the financial benefits of cloud computing<\/a><\/li>\n<li><a href=\"https:\/\/searchdatamanagement.techtarget.com\/definition\/data-engineer#BenLutkevichT44277\">data engineer<\/a><\/li>\n<li><a href=\"https:\/\/whatis.techtarget.com\/feature\/Top-25-big-data-interview-questions-with-answers#ElizabethDavies44277\">Top 25 big data interview questions with answers<\/a><\/li>\n<li><a href=\"https:\/\/whatis.techtarget.com\/feature\/6-must-have-big-data-skills-to-land-a-big-data-job#ElizabethDavies44277\">6 must-have big data skills to land a big data job<\/a><\/li>\n<li><a href=\"https:\/\/searchenterpriseai.techtarget.com\/news\/252497990\/PatSnap-lands-300-million-in-Series-E-funding#MarkLabbe44277\">Patsnap lands $300M in Series E funding<\/a><\/li>\n<\/ul>\n<\/div>\n<div>\n<hr>\n<div><span style=\"font-family: arial, helvetica, sans-serif;\"><strong><span style=\"font-size: 1.5em;\">Picture of the Week<\/span><\/strong><\/span><\/div>\n<div class=\"dsc_section\" style=\"width: 620px;\">\n<div class=\"dsc_sectionBody\">\n<div class=\"dsc_imageFull\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-size: 13px;\"><img decoding=\"async\" src=\"https:\/\/multimedia.getresponse360.com\/datascience-B\/photos\/61e9e992-9178-443b-85fc-0198e7455b26.png\" width=\"620\" alt=\"Comparing Big Data Roles\" title=\"Comparing Big Data Roles\" height=\"auto\" style=\"vertical-align: baseline;\"><\/span><\/span><\/div>\n<div>\n<center><span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/inspiring-women-in-ai-and-data-science\" target=\"_blank\" rel=\"noopener\">Comparing Big Data Roles<\/a><\/span><\/center>\n<\/div>\n<\/div>\n<div>\n<hr>\n<div class=\"dsc_section\" style=\"width: 620px;\">\n<div class=\"dsc_sectionBody\">\n<p style=\"text-align: center;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><i>\u00a0<\/i><\/span><\/p>\n<div align=\"center\" style=\"font-family: Arial, Helvetica, sans-serif; font-size: 13px;\">\n<hr style=\"font-family: 'Times New Roman'; font-size: medium; text-align: start;\">\n<div style=\"margin: 1em 1em; font-family: Arial, Helvetica, sans-serif; font-size: 13px;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><i>To make sure you keep getting these emails, please add mail@newsletter.datasciencecentral.com to your address book or whitelist us.<\/i><\/span><\/div>\n<hr style=\"font-family: 'Times New Roman'; font-size: medium; text-align: start;\">\n<div style=\"margin: 1em 1em;\">\n<span style=\"font-family: arial, helvetica, sans-serif;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/check-out-our-dsc-newsletter\">Join Data Science Central<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/comprehensive-repository-of-data-science-and-ml-resources\">Comprehensive Repository of Data Science and ML Resources<\/a><\/p>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/video\/video\/listFeatured\">Videos<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/page\/search?q=Python\">Search DSC<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blog\/new\">Post a Blog<\/a>\u00a0|\u00a0<a href=\"https:\/\/www.datasciencecentral.com\/forum\/topic\/new\">Ask a Question<\/a><\/span> <\/p>\n<p><span style=\"font-family: arial, helvetica, sans-serif; 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Designated trademarks, brands, logos and service marks are the property of their respective owners.<\/span><\/span><\/p>\n<p class=\"MsoNormal\" style=\"margin-left: .5in;\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-size: 10.5pt;\"><a href=\"https:\/\/go.techtarget.com\/r\/139811244\/26795532\/31\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0052cc; text-decoration-line: none;\">Privacy Policy<\/span><\/a><\/span> <span style=\"font-size: 10.5pt; color: #172b4d;\">\u00a0|\u00a0<\/span> <span style=\"font-size: 10.5pt;\"><a href=\"https:\/\/go.techtarget.com\/r\/139811243\/26795532\/32\" target=\"_blank\" rel=\"noopener\"><span style=\"color: #0052cc; text-decoration-line: none;\">Partners List<\/span><\/a><\/span><\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><a href=\"https:\/\/newsletter.datasciencecentral.com\/message_create_message.html?stid=&amp;messages_id=2698&amp;_messageId=2698#nextStep\" class=\"button blue\"><br \/><\/a>\n<\/div>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1045056\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Kurt A Cagle The Future For Data Scientists One of the first jobs that I had after college (in the midst of a recession) [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2021\/03\/24\/dsc-weekly-digest-22-march-2021\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":466,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4509"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=4509"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4509\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/472"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=4509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=4509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=4509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}