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Hands-on machine learning with Scikit-Learn, Keras and TensorFlow : concepts, tools, and techniques to build intelligent systems
O'Reilly 2022 - 1 volume (xxv-834 pages)
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 bestselling book uses concrete examples, minimal theory, and production-ready Python framework (Scikit-Learn, Keras, and TensorFlow) to help you again an intuitive understanding of the concepts and tools for building intelligent
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systems. With this updated third edition, author Aurélien Géron explores a range of techniques, starting with wimple linear regression and progressing to deep neural networks. Numerous code examples and exercices throughout the book help you apply what you've learned. Programming expeience is all you need to get started.
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