{"product_id":"tensorflow-deep-learning-projects-alberto-boschetti-9781788398060","title":"TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning","description":"\u003cp\u003e\u003cstrong\u003eLeverage the power of Tensorflow to design deep learning systems for a variety of real-world scenarios\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild efficient deep learning pipelines using the popular Tensorflow framework\u003c\/li\u003e\n\u003cli\u003eTrain neural networks such as ConvNets, generative models, and LSTMs\u003c\/li\u003e\n\u003cli\u003eIncludes projects related to Computer Vision, stock prediction, chatbots and more\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eTensorFlow is one of the most popular frameworks used for machine learning and, more recently, deep learning. It provides a fast and efficient framework for training different kinds of deep learning models, with very high accuracy. This book is your guide to master deep learning with TensorFlow with the help of 10 real-world projects.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTensorFlow Deep Learning Projects starts with setting up the right TensorFlow environment for deep learning. You'll learn how to train different types of deep learning models using TensorFlow, including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Generative Adversarial Networks. While doing this, you will build end-to-end deep learning solutions to tackle different real-world problems in image processing, recommendation systems, stock prediction, and building chatbots, to name a few. You will also develop systems that perform machine translation and use reinforcement learning techniques to play games.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eBy the end of this book, you will have mastered all the concepts of deep learning and their implementation with TensorFlow, and will be able to build and train your own deep learning models with TensorFlow confidently.\u003c\/p\u003e\u003cp\u003e \u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eSet up the TensorFlow environment for deep learning\u003c\/li\u003e\n\u003cli\u003eConstruct your own ConvNets for effective image processing\u003c\/li\u003e\n\u003cli\u003eUse LSTMs for image caption generation\u003c\/li\u003e\n\u003cli\u003eForecast stock prediction accurately with an LSTM architecture\u003c\/li\u003e\n\u003cli\u003eLearn what semantic matching is by detecting duplicate Quora questions\u003c\/li\u003e\n\u003cli\u003eSet up an AWS instance with TensorFlow to train GANs\u003c\/li\u003e\n\u003cli\u003eTrain and set up a chatbot to understand and interpret human input\u003c\/li\u003e\n\u003cli\u003eBuild an AI capable of playing a video game by itself -and win it!\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is for data scientists, machine learning developers as well as deep learning practitioners, who want to build interesting deep learning projects that leverage the power of Tensorflow. Some understanding of machine learning and deep learning, and familiarity with the TensorFlow framework is all you need to get started with this book.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Alberto Boschetti, Luca Massaron, Abhishek Thakur\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1788398068\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781788398060\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/28\/2018\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 320\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.22lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.67d","brand":"Alberto Boschetti","offers":[{"title":"Paperback","offer_id":44966370869503,"sku":"9781788398060","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_33b5282e-f9cf-4285-85df-f0672f4d57c9.jpg?v=1711159651","url":"https:\/\/www.whiterainbookhouse.com\/products\/tensorflow-deep-learning-projects-alberto-boschetti-9781788398060","provider":"WR Book House","version":"1.0","type":"link"}