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From the Publisher
What’s new in this edition of the book?
This edition features two brand new chapters on advancing language understanding and generation with transformer models and building an image search engine using multimodal models.
In addition, new material on GPT, representing words with dense vectors, estimating with support vector regression, and transfer learning, as well as a greater focus on PyTorch have been added.
This edition also adds a multitude of new best practices to the book, providing you with valuable guidance every step of the way.
In this book you’ll learn to:
Build a movie recommendation engine
Predict online ad click-through rates
Predict stock prices
Discover underlying topics in a dataset
Classify images of faces and clothing
Build an image search engine
Advance your NLP skills and text generation capabilities
Make decisions in complex environments
Some of the brand-new best practices in this edition, designed to enhance your learning: