TensorFlow Deep Learning Projects: 10 real-world projects on computer vision, machine translation, chatbots, and reinforcement learning Contributor(s): Boschetti, Alberto (Author), Massaron, Luca (Author), Thakur, Abhishek (Author) |
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ISBN: 1788398068 ISBN-13: 9781788398060 Publisher: Packt Publishing OUR PRICE: $41.79 Product Type: Paperback Published: March 2018 |
Additional Information |
BISAC Categories: - Computers | Neural Networks - Computers | Natural Language Processing |
Physical Information: 0.67" H x 7.5" W x 9.25" (1.22 lbs) 320 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Leverage the power of Tensorflow to design deep learning systems for a variety of real-world scenarios Key Features
Book Description TensorFlow 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. TensorFlow Deep Learning Projects starts with setting up the right TensorFlow environment for deep learning. Learn to train different types of deep learning models using TensorFlow, including Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, and Generative Adversarial Networks. While doing so, 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. By 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. What you will learn
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