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020 _a9789355421982
082 _a006.31 GER-H
100 _aGeron, Aurelien
245 0 _aHands-on machine learning with Scikit-Learn, Keras & TensorFlow
_b: Concepts, Tools, and Techniques to Build Intelligent Systems
250 _a3rd
260 _aNavi Mumbai
_bShroff Publishers & Distributors Pvt. Ltd. (SPD),
_c2025
300 _axxv, 834p
520 _aThrough 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 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 Aurélien Géron 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.
650 _aMachine learning
_978732
650 _aArtificial intelligence
_978733
650 _aNeural networks - Computer science)
_978734
942 _cBK
999 _c199915
_d199915