{"id":12823,"global_id":"cms.munich-startup.net\/en?id=12823","global_id_lineage":["cms.munich-startup.net\/en?id=12823"],"author":"25","status":"publish","date":"2016-07-19 11:41:31","date_utc":"2016-07-19 09:41:31","modified":"2016-07-19 11:41:31","modified_utc":"2016-07-19 09:41:31","url":"https:\/\/cms.munich-startup.net\/en\/event\/munich-datageeks-july-2016-edition\/","rest_url":"https:\/\/cms.munich-startup.net\/en\/wp-json\/tribe\/events\/v1\/events\/12823","title":"Munich Datageeks &#8211; July 2016 Edition","description":"<div class=\"entry-content\"><h3>Format:<\/h3>\n<ul>\n<li>2 presentations (each ca. 30-40 min incl. discussion)<\/li>\n<li>Of course time for networking + food + drinks before, in between and especially after the presentations<\/li>\n<li>Talks are held in English<\/li>\n<\/ul>\n<h3>The line up:<\/h3>\n<p><b>Daniel Peterso<\/b><strong>n &#8211;\u00a0Understanding and Expanding Word2Vec<\/strong><\/p>\n<p>Daniel Peterson is a data scientist at <a href=\"http:\/\/www.trustyou.com\" target=\"_blank\">TrustYou<\/a>, and a PhD candidate at the University of Colorado. His work focuses on deriving meaningful insights from text. His first degree is a BA in Mathematics, which established the foundation in problem-solving that led him to machine learning. He&#8217;s from Wyoming, the smallest-population state in the USA, and in his spare time he homebrews beer, reads, walks outside, and in the summers works in his vegetable garden.<\/p>\n<p>Word2Vec has proven useful at many tasks in NLP, because the vectors learned capture many meaningful relationships. This has spawned a large number of variations suited to accomplishing distinct tasks &#8211; not unlike LDA did ten years earlier. In this talk, I&#8217;ll walk through briefly how Word2Vec functions, its assumptions and shortfalls, and some simple, successful variants.<\/p>\n<p><b>TBA &#8211; TBA<\/b><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/munich-datageeks.de\/\" target=\"_blank\">Hier findet Ihr mehr Informationen zu den Munich Datageeks und der 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