Machine Learning Algorithms - Second Edition

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Mastering Machine Learning Algorithms Giuseppe Bonaccorso

ISBN: 978-1-78862-111-3

• Explore how a ML model can be trained, optimized, and evaluated
• Understand how to create and learn static and dynamic probabilistic models
• Successfully cluster high-dimensional data and evaluate model accuracy
• Discover how artificial neural networks work and how to train, optimize, and validate them
• Work with Autoencoders and Generative Adversarial Networks
• Apply label spreading and propagation to large datasets
• Explore the most important Reinforcement Learning ...