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Machine Learning Foundations, Volume 1: Supervised Learning

Machine Learning Foundations, Volume 1: Supervised Learning

The essential guide to machine learning in the age of AI

Machine Learning Foundations, Volume 1 offers a comprehensive and accessible roadmap to the core algorithms and concepts behind modern AI systems. Balancing mathematical rigor with hands-on implementation, this book not only teaches how machine learning works, but why it works. As part of a three-volume series, Volume 1 lays the foundation for mastering the full landscape of modern machine learning, including deep learning, large language models, and cutting-edge research.

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