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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems 2nd Edition

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ISBN :978-1098125974 1098125975
Publisher :O'Reilly Media; 3rd edition
Publication Date :November 8, 2022
Language :English
Print Length :861 pages

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 2nd Edition

Description:
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 2nd Edition is a comprehensive guide for mastering the core concepts of machine learning and building intelligent systems using some of the most popular tools available: Scikit-Learn, Keras, and TensorFlow. Designed for both beginners and advanced learners, this book provides a hands-on approach with plenty of examples, exercises, and code to guide readers through the machine learning workflow.

The second edition offers even more updated content, incorporating cutting-edge techniques such as deep learning, convolutional neural networks (CNNs), and recurrent neural networks (RNNs). The book also dives into reinforcement learning, allowing readers to experiment with AI that can learn to make decisions over time.

Key Features:

Step-by-step guidance on building and training machine learning models using Scikit-Learn, Keras, and TensorFlow.
A comprehensive introduction to supervised, unsupervised, and deep learning algorithms.
Learn how to implement advanced techniques such as CNNs, RNNs, and autoencoders.
Best practices for deploying and scaling machine learning models in real-world applications.
Real-world examples, projects, and exercises to reinforce learning and encourage hands-on practice.

Ideal for data scientists, machine learning engineers, and AI enthusiasts, this book equips readers with the knowledge and tools to build and deploy powerful AI systems.

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Download Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 2nd Edition today to advance your knowledge in the field of artificial intelligence.