Hands-on Artificial Intelligence with TensorFlow

Exploit TensorFlow's capabilities to build artificial intelligence applications

Hands-on Artificial Intelligence with TensorFlow

Amir Ziai, Ankit Dixit
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Exploit TensorFlow's capabilities to build artificial intelligence applications
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Book Details

ISBN 139781788998079
Paperback582 pages

Book Description

Artificial Intelligence (AI) is a popular area with an emphasis on creating intelligent machines that can reason, evaluate, and understand the same way as humans. It is used extensively across many fields, such as image recognition, robotics, language processing, healthcare, finance, and more.

Hands-On Artificial Intelligence with TensorFlow gives you a rundown of essential AI concepts and their implementation with TensorFlow, also highlighting different approaches to solving AI problems using machine learning and deep learning techniques. In addition to this, the book covers advanced concepts, such as reinforcement learning, generative adversarial networks (GANs), and multimodal learning.

Once you have grasped all this, you’ll move on to exploring GPU computing and neuromorphic computing, along with the latest trends in quantum computing. You’ll work through case studies that will help you examine AI applications in the important areas of computer vision, healthcare, and FinTech, and analyze their datasets. In the concluding chapters, you’ll briefly investigate possible developments in AI that we can expect to see in the future.

By the end of this book, you will be well-versed with the essential concepts of AI and their implementation using TensorFlow.

Table of Contents

Chapter 2: TensorFlow for Artificial Intelligence
Chapter 5: Computational Understanding of Natural Language

What You Will Learn

  • Explore the core concepts of AI and its different approaches
  • Use the TensorFlow framework for smart applications
  • Implement various machine and deep learning algorithms with TensorFlow
  • Design self-learning RL systems and implement generative models
  • Perform GPU computing efficiently using best practices
  • Build enterprise-grade apps for computer vision, NLP, and healthcare

Authors

Table of Contents

Chapter 2: TensorFlow for Artificial Intelligence
Chapter 5: Computational Understanding of Natural Language

Book Details

ISBN 139781788998079
Paperback582 pages
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