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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 2nd Edition, ISBN-13: 978-1492032649
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"Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" (2nd Edition) is a comprehensive guide that provides practical insights into building machine learning models using popular Python libraries. The book covers a wide range of topics, including preprocessing data, creating and evaluating models, and deploying them in real-world applications. It emphasizes hands-on learning through numerous practical examples and projects, enabling readers to gain a solid understanding of both the theoretical concepts and practical skills necessary for successful machine learning implementation. The inclusion of advanced techniques like deep learning using Keras and TensorFlow makes it suitable for both beginners and those looking to deepen their machine learning knowledge.
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Title: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Authors: Aurélien Géron
Edition: 2nd Edition
Publisher: O'Reilly Media
Publication Year: 2019
ISBN-13: 978-1492032649
Pages: 706
Language: English
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"Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" provides readers with a practical approach to mastering machine learning. It combines theory and hands-on exercises, enabling readers to implement concepts using popular Python libraries. The second edition also includes updated content reflecting the latest advancements in the field, making it an invaluable resource for both beginners and experienced practitioners. Through real-world examples, the book empowers readers to develop their own machine learning projects, fostering a deeper understanding of fundamental principles and techniques. Overall, it serves as a comprehensive guide for anyone looking to delve into the world of machine learning and develop their skills effectively.
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