{"product_id":"9781484261491","title":"Artificial Neural Networks with TensorFlow 2: ANN Architecture Machine Learning Projects","description":"\u003ch1\u003eArtificial Neural Networks with TensorFlow 2: ANN Architecture Machine Learning Projects\u003c\/h1\u003e \u003ch2\u003eSarang, Poornachandra\u003c\/h2\u003e \u003cp\u003eDevelop machine learning models across various domains. This book offers a single source that provides comprehensive coverage of the capabilities of TensorFlow 2 through the use of realistic, scenario-based projects.\u003c\/p\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eAfter learning what's new in TensorFlow 2, you'll dive right into developing machine learning models through applicable projects. This book covers a wide variety of ANN architectures—starting from working with a simple sequential network to advanced CNN, RNN, LSTM, DCGAN, and so on. A full chapter is devoted to each kind of network and each chapter consists of a full project describing the network architecture used, the theory behind that architecture, what data set is used, the pre-processing of data, model training, testing and performance optimizations, and analysis. \u003c\/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\u003cdiv\u003eThis practical approach can either be used from the beginning through to the end or, if you're already familiar with basic ML models, you can dive right into the application that interests you. Line-by-line explanations on major code segments help to fill in the details as you work and the entire project source is available to you online for learning and further experimentation. With \u003ci\u003eArtificial Neural Networks with TensorFlow 2\u003c\/i\u003e you'll see just how wide the range of TensorFlow's capabilities are. \u003c\/div\u003e\u003cdiv\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003c\/div\u003e\n\u003cdiv\u003e\u003cul\u003e\n\u003cli\u003eDevelop Machine Learning Applications\u003c\/li\u003e\n\u003cli\u003eTranslate languages using neural networks\u003c\/li\u003e\n\u003cli\u003eCompose images with style transfer\u003c\/li\u003e\n\u003c\/ul\u003e\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003e\u003c\/div\u003e\n\u003cdiv\u003eBeginners, practitioners, and hard-cored developers who want to master machine and deep learning with TensorFlow 2. The reader should have working concepts of ML basics and terminologies.\u003cbr\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2020-11-21\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484261491\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-6150-7\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 726\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47530102620300,"sku":"9781484261491","price":62.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484261491.jpg?v=1776047004","url":"https:\/\/lateknightbooks.com\/products\/9781484261491","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}