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Hands-on machine learning with Scikit-Learn, Keras and TensorFlow : Concepts, tools, and techniques to build intelligent systems
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Tóm tắt
Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent systems. With this updated third edition, author Aurelien Geron explores a range of techniques, starting with simple linear regression and progressing to deep neural networks. Numerous code examples and exercises throughout the book help you apply what you've learned. Programming experience is all you need to get started
Tác giả
Aurélien Géron
Người hướng dẫn
Nơi xuất bản
Nhà xuất bản
O'Reilly Media, Inc.
Năm xuất bản
2023
ISSN tạp chí
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Từ khóa chủ đề
Python , Artificial intelligence , Machine learning