{"product_id":"machine-learning-with-tensorflow-9781617293870","title":"Machine Learning with Tensorflow","description":"\u003cp\u003e • Author(s): Nishant Shukla\u003cbr\u003e • Publisher: Manning Publications\u003cbr\u003e • Publisher Imprint: Manning Publications\u003cbr\u003e • BISAC: Data Science - Neural Networks\u003c\/p\u003e\u003cp\u003e\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eDESCRIPTION\u003c\/p\u003e \u003cp\u003eBeing able to make near-real-time decisions is becoming increasingly\u003c\/p\u003e \u003cp\u003ecrucial. To succeed, we need machine learning systems that can turn\u003c\/p\u003e \u003cp\u003emassive amounts of data into valuable insights. But when you're just\u003c\/p\u003e \u003cp\u003estarting out in the data science field, how do you get started creating\u003c\/p\u003e \u003cp\u003emachine learning applications? The answer is TensorFlow, a new open\u003c\/p\u003e \u003cp\u003esource machine learning library from Google. The TensorFlow library\u003c\/p\u003e \u003cp\u003ecan take your high level designs and turn them into the low level\u003c\/p\u003e \u003cp\u003emathematical operations required by machine learning algorithms.\u003ci\u003e\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e \u003ci\u003eMachine Learning with TensorFlow \u003c\/i\u003eteaches readers about machine \u003cp\u003elearning algorithms and how to implement solutions with TensorFlow.\u003c\/p\u003e \u003cp\u003eIt starts with an overview of machine learning concepts and moves on\u003c\/p\u003e \u003cp\u003eto the essentials needed to begin using TensorFlow. Each chapter\u003c\/p\u003e \u003cp\u003ezooms into a prominent example of machine learning. Readers can\u003c\/p\u003e \u003cp\u003ecover them all to master the basics or skip around to cater to their\u003c\/p\u003e \u003cp\u003eneeds. By the end of this book, readers will be able to solve\u003c\/p\u003e \u003cp\u003eclassification, clustering, regression, and prediction problems in the\u003c\/p\u003e \u003cp\u003ereal world.\u003c\/p\u003e \u003cb\u003e\u003c\/b\u003e\u003cp\u003e\u003c\/p\u003eKEY FEATURES \u003cp\u003e\u003c\/p\u003e \u003cp\u003e- Lots of diagrams, code examples, and exercises\u003c\/p\u003e \u003cp\u003e- Solves real-world problems with TensorFlow\u003c\/p\u003e \u003cp\u003e- Uses well-studied neural network architectures\u003c\/p\u003e \u003cp\u003e- Presents code that can be used for the readers' own applications\u003c\/p\u003e \u003cb\u003e\u003c\/b\u003e\u003cp\u003eAUDIENCE\u003c\/p\u003e \u003cp\u003eThis book is for programmers who have some experience with Python and\u003c\/p\u003e \u003cp\u003elinear algebra concepts like vectors and matrices. No experience with\u003c\/p\u003e \u003cp\u003emachine learning is necessary.\u003c\/p\u003e \u003cb\u003e\u003c\/b\u003e\u003cp\u003eABOUT THE TECHNOLOGY\u003c\/p\u003e \u003cp\u003eGoogle open-sourced their machine learning framework called TensorFlow\u003c\/p\u003e \u003cp\u003ein late 2015 under the Apache 2.0 license. Before that, it was used\u003c\/p\u003e \u003cp\u003eproprietarily by Google in its speech recognition, Search, Photos, and\u003c\/p\u003e \u003cp\u003eGmail, among other applications. TensorFlow is one the most popular\u003c\/p\u003e \u003cp\u003emachine learning libraries.\u003c\/p\u003e","brand":"Manning Publications","offers":[{"title":"Paperback","offer_id":45029854412951,"sku":"9781617293870","price":4003.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781617293870.webp?v=1769204708","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-with-tensorflow-9781617293870","provider":"Atlantic Books","version":"1.0","type":"link"}