{"product_id":"9781484274125","title":"Modern Deep Learning Design and Application Development: Versatile Tools to Solve Deep Learning Problems","description":"\u003ch1\u003eModern Deep Learning Design and Application Development: Versatile Tools to Solve Deep Learning Problems\u003c\/h1\u003e \u003ch2\u003eYe, Andre\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cp\u003eLearn how to harness modern deep-learning methods in many contexts. Packed with intuitive theory, practical implementation methods, and deep-learning case studies, this book reveals how to acquire the tools you need to design and implement like a deep-learning architect. It covers tools deep learning engineers can use in a wide range of fields, from biology to computer vision to business. With nine in-depth case studies, this book will ground you in creative, real-world deep learning thinking.  \u003c\/p\u003e\n\nYou’ll begin with a structured guide to using Keras, with helpful tips and best practices for making the most of the framework. Next, you’ll learn how to train models effectively with transfer learning and self-supervised pre-training. You will then learn how to use a variety of model compressions for practical usage. Lastly, you will learn how to design successful neural network architectures and creatively reframe difficult problems into solvable ones. You’ll learn notonly to understand and apply methods successfully but to think critically about it. \u003cp\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003ci\u003eModern Deep Learning Design and Methods\u003c\/i\u003e is ideal for readers looking to utilize modern, flexible, and creative deep-learning design and methods. Get ready to design and implement innovative deep-learning solutions to today’s difficult problems. \u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eWhat You’ll Learn\u003c\/b\u003e\u003c\/p\u003e\n\n  \u003cul\u003e\n\u003cli\u003eImprove the performance of deep learning models by      using pre-trained models, extracting rich features, and automating      optimization.\u003c\/li\u003e\n\u003cli\u003eCompress deep learning models while maintaining      performance.\u003c\/li\u003e\n\u003cli\u003e  Reframe a wide variety of difficult problems and design      effective deep learning solutions to solve them.  \u003c\/li\u003e\n\u003cli\u003eUse the Keras framework, with some help from libraries      like HyperOpt, TensorFlow, and PyTorch, to implement a wide variety of      deep learning approaches.\u003cbr\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e   \u003c\/div\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003eData scientists with some familiarity with deep learning to deep learning engineers seeking structured inspiration and direction on their next project. Developers interested in harnessing modern deep learning methods to solve a variety of difficult problems.\u003cbr\u003e\u003c\/p\u003e\n\u003cbr\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-11-19\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484274125\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-7413-2\u003c\/p\u003e \u003cp\u003eDimensions: 254cm x178cm\u003c\/p\u003e \u003cp\u003ePages: 451\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47531688591500,"sku":"9781484274125","price":58.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484274125.jpg?v=1776053813","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484274125","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}