{"id":1861,"date":"2014-02-18T17:18:27","date_gmt":"2014-02-18T23:18:27","guid":{"rendered":"http:\/\/redmonk.com\/dberkholz\/?p=1861"},"modified":"2014-02-18T17:20:43","modified_gmt":"2014-02-18T23:20:43","slug":"at-strata-hardcore-data-science-is-pretty-fluffy","status":"publish","type":"post","link":"https:\/\/redmonk.com\/dberkholz\/2014\/02\/18\/at-strata-hardcore-data-science-is-pretty-fluffy\/","title":{"rendered":"At Strata, &#8220;hardcore&#8221; data science is pretty fluffy"},"content":{"rendered":"<p>Last week, I attended O&#8217;Reilly&#8217;s data-centric conference, Strata. It&#8217;s my fourth Strata and my third on the west coast, so I&#8217;m starting to get a pretty good feel for the show&#8217;s evolution over time and some of the contrast across coasts as well.<\/p>\n<p>I keep going into the show with high expectations for the &#8220;Hardcore Data Science&#8221; track (&#8220;Deep Data&#8221; in 2012 [<a href=\"http:\/\/redmonk.com\/dberkholz\/2012\/07\/31\/strata-analytics-overhyped-data-science-and-big-data-meets-big-business-2\/\">writeup<\/a>]), which is framed essentially as continuing education for professional data scientists. Unfortunately, both years I&#8217;ve attended, <strong>it fell tragically short of that goal of educating data scientists<\/strong>. In 2012, I sat through the whole day and heard 2\u20133 talks where I learned something new, but this time I was so disappointed that I left around 11am in favor of the data-driven business track. In talking to other attendees, general reception was that the Google talk on deep learning was great, but the rest of the day was a disappointment in terms of technical content and learning practical and usable techniques.<\/p>\n<p>I must admit I&#8217;m deeply surprised that O&#8217;Reilly didn&#8217;t get negative feedback last time around that it should&#8217;ve applied to this year&#8217;s &#8220;hardcore&#8221; program, as I consider the company among the top couple of professional conference organizers around, across the widest set of topics.<\/p>\n<p>One of the challenges with Strata is catering to a diverse set of audiences, and <strong>O&#8217;Reilly&#8217;s done an excellent job with the &#8220;I want to learn Hadoop \/ new Big Data tech X&#8221; crowd. <\/strong>More recently, they&#8217;ve also done very well reaching out to the<strong> business-level audience trying to learn about the value of data.<\/strong> However, it seems like the technical core of the conference is gradually being left in the lurch in terms of their opportunity to learn, although there&#8217;s always the hallway track and whatever marketing value they get out of their talks and tutorials.<\/p>\n<p>I would suggest that the intensive data-science track at future Strata conferences be made much more technical, that the talks become sufficiently practical that they&#8217;re handing out links to GitHub or other real-world, low-level implementations at the end of the talk, and that this shift in topic and intended audience be very clearly communicated to the speakers. Other than that slip-up, good show \u2014 I heard good things about the tutorials, the business day, and talks for the mid-level audience throughout the rest of the conference.<\/p>\n<div class=\"acc_license\"><a href=\"http:\/\/creativecommons.org\/licenses\/by-sa\/3.0\/\"><img decoding=\"async\" src=\"http:\/\/i.creativecommons.org\/l\/by-sa\/3.0\/88x31.png\" alt=\"by-sa\" \/><\/a><\/div><!--<rdf:RDF xmlns=\"http:\/\/creativecommons.org\/ns#\" xmlns:dc=\"http:\/\/purl.org\/dc\/elements\/1.1\/\" xmlns:rdf=\"http:\/\/www.w3.org\/1999\/02\/22-rdf-syntax-ns#\"><Work rdf:about=\"\"><license rdf:resource=\"http:\/\/creativecommons.org\/licenses\/by-sa\/3.0\/\" \/><\/Work><License rdf:about=\"http:\/\/creativecommons.org\/licenses\/by-sa\/3.0\/\"><requires rdf:resource=\"http:\/\/creativecommons.org\/ns#Attribution\" \/><permits rdf:resource=\"http:\/\/creativecommons.org\/ns#Reproduction\" \/><permits rdf:resource=\"http:\/\/creativecommons.org\/ns#Distribution\" \/><permits rdf:resource=\"http:\/\/creativecommons.org\/ns#DerivativeWorks\" \/><requires rdf:resource=\"http:\/\/creativecommons.org\/ns#ShareAlike\" \/><requires rdf:resource=\"http:\/\/creativecommons.org\/ns#Notice\" \/><\/License><\/rdf:RDF>-->","protected":false},"excerpt":{"rendered":"<p>Last week, I attended O&#8217;Reilly&#8217;s data-centric conference, Strata. It&#8217;s my fourth Strata and my third on the west coast, so I&#8217;m starting to get a pretty good feel for the show&#8217;s evolution over time and some of the contrast across coasts as well. I keep going into the show with high expectations for the &#8220;Hardcore<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"spay_email":"","footnotes":"","jetpack_publicize_message":"","jetpack_is_tweetstorm":false},"categories":[5,7],"tags":[],"class_list":["post-1861","post","type-post","status-publish","format-standard","hentry","category-big-data","category-data-science"],"jetpack_featured_media_url":"","jetpack_publicize_connections":[],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p23Tsn-u1","_links":{"self":[{"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/posts\/1861","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/comments?post=1861"}],"version-history":[{"count":0,"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/posts\/1861\/revisions"}],"wp:attachment":[{"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/media?parent=1861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/categories?post=1861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/redmonk.com\/dberkholz\/wp-json\/wp\/v2\/tags?post=1861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}