{"id":4674,"date":"2021-05-21T06:30:04","date_gmt":"2021-05-21T06:30:04","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2021\/05\/21\/dsc-weekly-digest-17-may-2021\/"},"modified":"2021-05-21T06:30:04","modified_gmt":"2021-05-21T06:30:04","slug":"dsc-weekly-digest-17-may-2021","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2021\/05\/21\/dsc-weekly-digest-17-may-2021\/","title":{"rendered":"DSC Weekly Digest 17 May 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: 620px; 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\/f93676a6-e3f8-4a56-b6ac-81f2267b3580.jpg?profile=RESIZE_710x\" class=\"align-full\" style=\"width: 100%;\"><\/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;\">How Green Is Tech, Really?<\/span><\/h2>\n<div class=\"dsc_editorial\" style=\"text-align: justify;\">\n<p>Energy has dominated the news the last couple of weeks. On the one hand, the Colonial Pipeline hack exposed the vulnerability of the networks that control our energy distribution system, resulting in a surprise counterattack by the US on the hackers that both locked them out of their own system and apparently also made it impossible to get to their own digital currency.<\/p>\n<p>On the other hand digital currencies have seen a major run-up, especially in Ethereum and Dogecoin, as speculators have bid prices of these blockchain-based coins into the stratosphere, likely in response to the possibility that increased commodity prices are an early warning of hyperinflation (which is grist for another editorial).<\/p>\n<p>Similarly, Non-Fungible Tokens (NFTs) have taken the art and speculative realms by storm, employing blockchains to make a digital copy of a piece of artwork unique, something that is almost impossible to otherwise manage in the digital realm. DSC Contributing Writer Stephanie Glen has written a must-read article this week that explains what NFTs are, why they are attractive, and why they also may be yet another tulip mania.<\/p>\n<ul style=\"text-align: start;\">\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/nfts-explained-in-two-pictures#StephanieGlen44333\">NFTs Explained in Two Pictures: The Good, The Bad &#8230; and The Ugly<\/a><\/li>\n<\/ul>\n<p class=\"MsoNormal\">This site is devoted in great part to machine learning and other computationally intensive technologies, but it is always worth remembering that computation\u00a0<i>always<\/i> comes at a cost, and that cost is almost invariably energy-related. There is a perception that technology is &#8220;green&#8221;, but it&#8217;s more accurate to say that technology is simply distributed, which means that most people do not see the direct impact of technology, because the place where the power is generated is typically quite far away from where it is consumed.<\/p>\n<p class=\"MsoNormal\">This means that we as data professionals need to recognize that we need to keep our algorithms as efficient as possible, perhaps trading some (usually spurious) accuracy for less power-hungry applications. Moreover, we should advocate the notion that the energy involved in creating better models (or calculating primes to ensure rarity) be better accounted for in our businesses, rather than simply dumped out the back door onto society&#8217;s commons. If the speculators who have dreams of becoming rich on Ethereum or Dogecoin or some dubious NFT scheme had to factor in the costs of data mining for primes, they may find that the benefits aren&#8217;t worth it.<\/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<p>Earn a Data Analytics Master\u2019s Degree Online. Select from a portfolio of Penn State graduate programs that can be completed on a part-time basis at your preferred pace. Build expertise across the complete spectrum of contemporary analytics activities: descriptive, diagnostic, predictive, and prescriptive. Ask about our GRE\/GMAT waiver. <a href=\"http:\/\/pubads.g.doubleclick.net\/gampad\/clk?id=5698638188&amp;iu=\/2672641\/ClickTracking\">Explore your online options.<\/a><\/p>\n<hr>\n<p>Data Science Central is currently seeking to hire an assistant editor for the site. The role requires basic familiarity with the data science\/artificial intelligence space and related technologies, experience with blogging and editing technical and business content, familiarity with Ning and modern WordPress content management systems, being comfortable with social media tools and platforms, and having a deep passion for data, information and knowledge systems. Apply <a href=\"https:\/\/techtarget.clearcompany.com\/a\/company\/jobs\/aa49300c-66c2-ba6c-a0a0-4f4d62dd0985\" target=\"_blank\" rel=\"noopener\">here<\/a>.<\/p>\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\/nfts-explained-in-two-pictures#StephanieGlen44333\">NFTs Explained in Two Pictures: The Good, The Bad &#8230; and The Ugly<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/diagnoses-future-of-global-5g-chipset-through-its-expert-lens#chaitaligawande44333\">Diagnoses Future of Global 5G Chipset through its Expert Lens<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/partner-ecosystem-way-forward-for-csps-in-a-hyper-growth-digita-2#MonjimaNandi44333\">Partner Ecosystem: Way forward for CSPs in a hyper-growth digital world<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-to-use-augmented-reality-in-distance-learning#FrankHamilton44333\">How To Use Augmented Reality In Distance Learning<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-the-data-warehouse-can-stand-between-your-data-and-your#MichaelGreen44333\">How the data warehouse can stand between your data and your insights<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/the-danger-of-making-decisions-based-upon-averages#BillSchmarzo44333\">The Danger of Making Decisions based upon Averages<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/digital-twins-brining-artificial-intelligence-to-engineering#ajitjaokar44333\">Digital Twins: Bringing artificial intelligence to Engineering<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/the-secret-behind-train-and-test-split#ShanthababuP44333\">The Secret behind Train and Test Split in Machine Learning Process<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/tech-driven-transformation-of-the-legal-sector#PamelaHobbs44333\">Tech-Driven Transformation of the Legal Sector<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/what-makes-power-bi-the-most-powerful-data-visualization-tool#ImensoSoftware44333\">What Makes Power BI the Most Powerful Data Visualization Tool<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/most-advanced-web-development-trends-for-2021-and-beyond#OLIVIACUTHBERT44333\">Web Development Trends For 2021 and Beyond<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/10-email-marketing-tools-for-you-to-consider#ElenaOsipova44333\">10 Email Marketing Tools For You To Consider<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/what-covid-19-has-taught-us-about-the-importance-of-digital-1#KartikPatel44333\">What COVID-19 Has Taught Us About the Importance of Digital Transformation in Business<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/say-goodbye-to-traditional-cleansing#Indhu44333\">Say goodbye to traditional cleansing.<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/a-guide-to-enterprise-software-development#YuliaKondratyuk44333\">A guide to Enterprise Software Development<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/the-coming-college-crisis#KurtCagle44333\">The Coming College Crisis<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/how-to-train-a-joint-entities-and-relation-extraction-classifier#WalidAmamou44333\">How to Train a Joint Entities and Relation Extraction Classifier using BERT Transformer with spaCy 3<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/top-technology-aspects-shaping-online-delivery-business-across#BrijeshVadukiya44333\">Top Technology Aspects Shaping Online Delivery Business Across The World<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/the-risk-ai-can-cause-to-the-world#VedRaj44333\">Potential Risk AI can cause to the world!<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/deep-learning-and-google-search-the-future-of-seo#ZhaiCreativoMedia44333\">Deep Learning and Google Search: The Future of SEO<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/beginner-s-guide-to-task-automation-automate-repetitive-tasks-and#IonutHidan44333\">Beginner&#8217;s Guide to Task Automation: Automate Repetitive Tasks and Scale Your Business<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/model-versioning-reduce-friction-create-stability-automate#ClaytonDavis44333\">Model Versioning: Reduce Friction. Create Stability. Automate.<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/the-rise-of-the-analytical-cmo#AshleyKramer44333\">The Rise of the Analytical CMO<\/a><\/li>\n<li><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/dsc-weekly-digest-10-may-2021#KurtCagle44333\">DSC Weekly Digest 10 May 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:\/\/searchcio.techtarget.com\/feature\/RPA-vs-cognitive-automation-What-are-the-key-differences#GeorgeLawton44333\">RPA vs. cognitive automation: What are the key differences?<\/a><\/li>\n<li><a href=\"https:\/\/searchenterpriseai.techtarget.com\/feature\/Biden-sets-stage-for-national-AI-strategy#MakenzieHolland44333\">Biden sets stage for national AI strategy<\/a><\/li>\n<li><a href=\"https:\/\/searchhrsoftware.techtarget.com\/news\/252500797\/Tight-labor-market-boosts-wages-paves-way-for-automation#PatrickThibodeau44333\">Tight labor market boosts wages, paves way for automation<\/a><\/li>\n<li><a href=\"https:\/\/searchbusinessanalytics.techtarget.com\/feature\/Qlik-analytics-DataRobot-modeling-fuel-healthcare-change#EricAvidon44333\">Qlik analytics, DataRobot modeling fuel healthcare change<\/a><\/li>\n<li><a href=\"https:\/\/searchdatamanagement.techtarget.com\/news\/252500760\/ChaosSearch-brings-SQL-to-cloud-data-lake-platform#SeanMichaelKerner44333\">ChaosSearch brings SQL to cloud data lake platform<\/a><\/li>\n<li><a href=\"https:\/\/searchenterpriseai.techtarget.com\/feature\/Addressing-3-infrastructure-issues-that-challenge-AI-adoption#GeorgeLawton44333\">Addressing 3 infrastructure issues that challenge AI adoption<\/a><\/li>\n<li><a href=\"https:\/\/searchsoftwarequality.techtarget.com\/tip\/How-to-use-mind-maps-for-software-testing#AmyReichert44333\">How to use mind maps for software testing<\/a><\/li>\n<li><a href=\"https:\/\/searchdisasterrecovery.techtarget.com\/tip\/The-tiers-of-disaster-recovery-explained#PaulKirvan44333\">The tiers of disaster recovery, explained<\/a><\/li>\n<li><a href=\"https:\/\/searchitchannel.techtarget.com\/feature\/Digital-maturity-laggards-play-catchup-consultants-say#JohnMoore44333\">Digital maturity laggards play catchup, consultants say<\/a><\/li>\n<li><a href=\"https:\/\/searchsecurity.techtarget.com\/feature\/Endpoint-security-strategy-Focus-on-endpoints-apps-or-both#KyleJohnson44333\">Endpoint security strategy: Focus on endpoints, apps or both?<\/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;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/nfts-explained-in-two-pictures\"><img decoding=\"async\" src=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/8933898465?profile=original\" alt=\"NFTs: The Good ...\" title=\"NFTs: The Good ...\" style=\"vertical-align: baseline;\" width=\"620\"><\/a><\/span><\/span><\/div>\n<div class=\"dsc_imageFull\"><span style=\"font-family: arial, helvetica, sans-serif;\"><span style=\"font-size: 13px;\"><a href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/nfts-explained-in-two-pictures\"><img decoding=\"async\" src=\"https:\/\/storage.ning.com\/topology\/rest\/1.0\/file\/get\/8935674898?profile=RESIZE_710x\" alt=\"The Bad And The Ugly\" title=\"NFTs: The Good ...\" style=\"vertical-align: baseline;\" width=\"620\"><\/a><\/span><\/span><\/div>\n<div>\n<center><span style=\"font-family: arial, helvetica, sans-serif;\"><a title=\"NFTs: The Good, The Bad, And The Ugly\" target=\"_blank\" href=\"https:\/\/www.datasciencecentral.com\/profiles\/blogs\/nfts-explained-in-two-pictures\" rel=\"noopener\">NFTs: The Good, The Bad, And The Ugly<\/a> <br \/> Copyright 2021 TechTarget<\/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 browser&#8217;s address book.<\/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<\/div>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:1051256\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Kurt A Cagle How Green Is Tech, Really? Energy has dominated the news the last couple of weeks. On the one hand, the Colonial [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2021\/05\/21\/dsc-weekly-digest-17-may-2021\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":467,"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\/4674"}],"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=4674"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/4674\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/464"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=4674"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=4674"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=4674"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}