{"id":5816,"date":"2020-02-15T15:29:25","date_gmt":"2020-02-15T08:29:25","guid":{"rendered":"http:\/\/stang.sc.mahidol.ac.th\/newresources\/?p=5816"},"modified":"2020-02-15T15:29:25","modified_gmt":"2020-02-15T08:29:25","slug":"deep-learning-a-practitioners-approach","status":"publish","type":"post","link":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/?p=5816","title":{"rendered":"Deep learning : a practitioner&#8217;s approach"},"content":{"rendered":"<p><a href=\"https:\/\/library.mahidol.ac.th\/record=b1494391a\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-5734 size-medium\" src=\"http:\/\/stang.sc.mahidol.ac.th\/newresources\/wp-content\/uploads\/2020\/02\/66691-229x300.jpg\" alt=\"\" width=\"229\" height=\"300\" \/><\/a><\/p>\n<p><strong>AUTHOR<\/strong> :\u00a0 Patterson, Josh<\/p>\n<p><strong>CALL NO<\/strong> :\u00a0 QA325.5 P317d 2017<\/p>\n<p><strong>IMPRINT<\/strong> :\u00a0\u00a0 Sebastopol, Calif. : O&#8217;Reilly Media, c2017<!--more--><\/p>\n<p>Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning\u2014especially deep neural networks\u2014make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning networks.<\/p>\n<p>Authors Adam Gibson and Josh Patterson provide theory on deep learning before introducing their open-source Deeplearning4j (DL4J) library for developing production-class workflows. Through real-world examples, you\u2019ll learn methods and strategies for training deep network architectures and running deep learning workflows on Spark and Hadoop with DL4J.<\/p>\n<ul>\n<li>Dive into machine learning concepts in general, as well as deep learning in particular<\/li>\n<li>Understand how deep networks evolved from neural network fundamentals<\/li>\n<li>Explore the major deep network architectures, including Convolutional and Recurrent<\/li>\n<li>Learn how to map specific deep networks to the right problem<\/li>\n<li>Walk through the fundamentals of tuning general neural networks and specific deep network architectures<\/li>\n<li>Use vectorization techniques for different data types with DataVec, DL4J\u2019s workflow tool<\/li>\n<li>Learn how to use DL4J natively on Spark and Hadoop<\/li>\n<\/ul>\n<p>Source :\u00a0 <a href=\"http:\/\/shop.oreilly.com\/product\/0636920035343.do\">http:\/\/shop.oreilly.com\/product\/0636920035343.do<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AUTHOR :\u00a0 Patterson, Josh CALL NO :\u00a0 QA325.5 P317d 2017 IMPRINT :\u00a0\u00a0 Sebastopol, Calif. : O&#8217;Reilly Media, c2017<\/p>\n","protected":false},"author":1,"featured_media":5734,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[1474,1473],"class_list":["post-5816","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-new-book-releases","tag-deep-learning","tag-machine-learning"],"_links":{"self":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/5816","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5816"}],"version-history":[{"count":1,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/5816\/revisions"}],"predecessor-version":[{"id":5817,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/posts\/5816\/revisions\/5817"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=\/wp\/v2\/media\/5734"}],"wp:attachment":[{"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5816"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5816"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/stang.sc.mahidol.ac.th\/newresources\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}