{"product_id":"9781491914212","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\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":"O'Reilly Media, Incorporated","offers":[{"title":"Default Title","offer_id":47182703067376,"sku":"9781491914212","price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781491914212_p0.jpg?v=1763661449","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781491914212","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}