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Artificial Intelligence with Python Cookbook: Practical recipes for next-generation deep learning and neural networks using TensorFlow and PyTorch
by Ben Auffarth
English | 2020 | ISBN: 1789133963 | 286 Pages | MOBI EPUB | 40 MB
The AI with Python book starts by showing you how to install Python and its essential packages and then takes you through the fundamentals of data loading and exploration of datasets. You'll learn how to build probabilistic models and work with heuristic search techniques. You'll also understand how to use deep learning techniques to perform optical character recognition and build models for videos, speech-to-text, and gender recognition. As you advance, the book also covers segmentation techniques, reinforcement learning, neural networks, and genetic programming with the help of independent and insightful recipes. You'll discover AI use cases in industries such as healthcare and insurance and explore techniques such as constraint optimization, reinforcement learning, and online learning. Finally, the book covers examples of deploying models to production.
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