Hands-on Artificial Intelligence with TensorFlow

Understand artificial intelligence, and build AI applications using TensorFlow with real world use cases
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Hands-on Artificial Intelligence with TensorFlow

Amir Ziai, Quan Hua

Understand artificial intelligence, and build AI applications using TensorFlow with real world use cases
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Book Details

ISBN 139781788998079
Paperback512 pages

Book Description

Artificial Intelligence is a growing area with the emphasis on creating intelligent machines to reason, evaluate, and understand like humans. It is used extensively across many fields such as image recognition, robotics, language processing, healthcare, finance, and so on. With Google's TensorFlow library you can make your machines smarter.

This book will provide you with the rundown explaining AI concepts, TensorFlow, approaches to solving AI and algorithms that will give us the base in order to build smart solutions. You will cover simple to advanced level AI tasks such as Deep learning, Reinforcement Learning, Generative Adversarial Networks, Multimodal Learning and much more.The book then covers all the main hardware processors and platforms currently being deployed by AI systems including GPU, TPU, ASICs, Neuromorphic and cloud platforms The book will then take the readers through case studies, where they will examine the application of AI to the important areas of healthcare and FinTech and analyze their datasets respectively.

The book concludes by summarizing what we have learned and briefly investigating the possible developments in Artificial Intelligence we can expect to see in the future.

Table of Contents

What You Will Learn

  • Use TensorFlow to analyze a variety of data sets
  • Understand artificial intelligence, and build real-world AI applications using TensorFlow
  • Learn about the various approaches to Artificial Intelligence
  • How to implement and optimize the various Deep Learning algorithms
  • Learn the latest techniques in AI with applications in TensorFlow
  • Explore real-world case studies in healthcare and finance.

Authors

Table of Contents

Book Details

ISBN 139781788998079
Paperback512 pages
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