TensorFlow Deep Learning Projects

TensorFlow Deep Learning Projects

《TensorFlow Deep Learning Projects》是Packt Publishing出版的圖書,作者是Luca Massaron,Alberto Boschetti,Abhishek Thakur

基本介紹

  • ISBN:9781788398060
  • 作者:Luca Massaron、Alberto Boschetti、Abhishek Thakur
  • 出版社:Packt Publishing
  • 出版時間:2018年3月28日
  • 頁數:320
  • 定價:GBP 29.99
  • 裝幀:Paperback
內容簡介
Key Features Projects on implementing high performance deep learning models with TensorflowMaster the techniques to train different kinds of neural networks with real-world use-cases such as image processing, natural language processing, and moreYour one-stop guide to master deep learning with Tensorflow in the best possible manner Book Description Tensorflow is one of the most...(展開全部) Key Features Projects on implementing high performance deep learning models with TensorflowMaster the techniques to train different kinds of neural networks with real-world use-cases such as image processing, natural language processing, and moreYour one-stop guide to master deep learning with Tensorflow in the best possible manner Book Description Tensorflow is one of the most popular frameworks out there, used for machine learning and more recently, deep learning. It provides a fast, 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 12 real-world projects. Starting with setting up the right Tensorflow environment for deep learning, you will see how you can train different types of deep learning models using Tensorflow - including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and more. While doing so, you will build end-to-end deep learning solutions to tackle different real-world problems in image processing, enterprise AI, natural language processing, to name a few. You will train high performance models to generate captions for images automatically, predict stocks performance, create intelligent chatbots, perform large-scale text classification and more. Some advanced aspects like implementation on an enterprise-scale and reinforcement learning are also covered in this book. By the end of this book, you will have mastered all the concepts of deep learning and their implementation with Tenso

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