{"product_id":"978-9352136049-deep-learning-a-practitioners-approach-9352136047","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 learning—especially deep neural networks—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 style=\"box-sizing: border-box; margin-top: 1.2rem; margin-bottom: 0px; padding: 0px; border-width: 0px; border-style: initial; vertical-align: baseline; font-size: 14.4px; line-height: 1.3rem; color: rgb(64, 64, 64); font-family: guardian-text-oreilly, open-sans, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);\"\u003eAuthors 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’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\n\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, DL4J’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":"Shroff\/O'Reilly","offers":[{"title":"Default Title","offer_id":50505993846854,"sku":"9789352136049","price":1980.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0754\/2797\/1142\/files\/cat_85e6d1c5-b434-485e-a1c8-57597edf76f4.gif?v=1790317340","url":"https:\/\/cb-india.com\/products\/978-9352136049-deep-learning-a-practitioners-approach-9352136047","provider":"Computer Bookshop (India) Pvt Ltd","version":"1.0","type":"link"}