{"product_id":"deep-learning-josh-patterson-9781491914250","title":"Deep Learning: A Practitioner's Approach","description":"\u003cp\u003eAlthough interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learningâ especially deep neural networksâ make 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. \u003c\/p\u003e\u003cp\u003e 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, youâ ll learn methods and strategies for training deep network architectures and running deep learning workflows on Spark and Hadoop with DL4J. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDive into machine learning concepts in general, as well as deep learning in particular \u003c\/li\u003e\n\u003cli\u003eUnderstand how deep networks evolved from neural network fundamentals \u003c\/li\u003e\n\u003cli\u003eExplore the major deep network architectures, including Convolutional and Recurrent \u003c\/li\u003e\n\u003cli\u003eLearn how to map specific deep networks to the right problem \u003c\/li\u003e\n\u003cli\u003eWalk through the fundamentals of tuning general neural networks and specific deep network architectures \u003c\/li\u003e\n\u003cli\u003eUse vectorization techniques for different data types with DataVec, DL4Jâ s workflow tool \u003c\/li\u003e\n\u003cli\u003eLearn how to use DL4J natively on Spark and Hadoop \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Josh Patterson, Adam Gibson\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1491914254\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781491914250\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/12\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 530\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.80lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 7.00w x 1.00d","brand":"Josh Patterson","offers":[{"title":"Paperback","offer_id":44045259702527,"sku":"9781491914250","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_c985ef04-1e7c-4724-9ac4-ea13ddc288b3.jpg?v=1684977691","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-josh-patterson-9781491914250","provider":"WR Book House","version":"1.0","type":"link"}