Auffarth, Ben
Artificial Intelligence with Python Cookbook: Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch 1.6
- ISBN 13:
- 9781789133967
- author:
- Auffarth, Ben
- format:
- Paperback
- publisher:
- Packt Publishing
- language:
- English
- Publication Year:
- 2020
- Pages:
- 468
- Dimensions:
- 23.5 x 19.1 x 2.4 centimetres (0
- Genre:
- Computers, Artificial Intelligence, Computers,
- Condition:
- New
- Availability:
- Item usually sent within 7 working days
Description
Learn to apply AI algorithms and deep learning techniques using Python with this practical cookbook.
This comprehensive guide covers a range of topics, from setting up your Python environment and data exploration, to implementing heuristic search techniques, genetic algorithms, probabilistic models, constraint optimization, and reinforcement learning. You'll also build deep learning models for text, images, video, and audio, and explore AI use cases in healthcare and insurance.
By the end of this book, you'll have the skills needed to write AI and machine learning algorithms, test them, and deploy them for production. With hands-on problem-solving recipes and expert guidance, you can get up and running with artificial intelligence in no time.
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