Introduction to Deep Learning
Price: (as of – Details) A project-based guide to the basics of deep learning. This concise, project-driven guide to deep ...
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Ensemble Methods: Foundations and Algorithms (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Price: (as of – Details) An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms ...
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Regularization, Optimization, Kernels, and Support Vector Machines (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Price: (as of – Details) Regularization, Optimization, Kernels, and Support Vector Machines offers a snapshot of the current state of ...
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Statistical Reinforcement Learning: Modern Machine Learning Approaches (Chapman & Hall/CRC Machine Learning & Pattern Recognition)
Price: (as of – Details) Reinforcement learning (RL) is a framework for decision making in unknown environments based on a ...
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Knowledge Guided Machine Learning: Accelerating Discovery using Scientific Knowledge and Data (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
Price: (as of – Details) Given their tremendous success in commercial applications, machine learning (ML) models are increasingly being considered ...
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General Game Playing (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Price: (as of – Details) General game players are computer systems able to play strategy games based solely on formal ...
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Machine Learning for Kids: A Project-Based Introduction to Artificial Intelligence
Price: (as of – Details) A hands-on, application-based introduction to machine learning and artificial intelligence (AI). Create compelling AI-powered games ...
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Computational Aspects of Cooperative Game Theory (Synthesis Lectures on Artificial Intelligence and Machine Learning)
Price: (as of – Details) Cooperative game theory is a branch of (micro-)economics that studies the behavior of self-interested agents ...
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Practical Simulations for Machine Learning: Using Synthetic Data for AI
Price: (as of – Details) Simulation and synthesis are core parts of the future of AI and machine learning. Consider: ...
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Data Mining: A Tutorial-Based Primer, Second Edition (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
Price: (as of – Details) Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with ...
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