{"product_id":"deep-learning-a-practitioners-approach-9781491914250","title":"Deep Learning: A Practitioner's Approach","description":"\u003cp\u003e • Author(s): Josh Patterson\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Data Science - Data Analytics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45032559116439,"sku":"9781491914250","price":4183.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491914250.webp?v=1769208193","url":"https:\/\/atlanticbooks.com\/products\/deep-learning-a-practitioners-approach-9781491914250","provider":"Atlantic Books","version":"1.0","type":"link"}