Understanding Machine Learning: From Theory to Algorithms PDF

Understanding Machine Learning: From Theory to Algorithms PDF
Understanding Machine Learning: From Theory to Algorithms PDF
eBook: Understanding Machine Learning: From Theory to Algorithms PDF by Shai Shalev-Shwartz and Shai Ben-David

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This book gives a structured introduction to machine learning. It looks at the fundamental theories of machine learning and the mathematical derivations that transform these concepts into practical algorithms. Following that, it covers a list of ML algorithms, including (but not limited to), stochastic gradient descent, neural networks, and structured output learning.

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