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The book provides a theoretical account of the fundamentals underlying machine learning and the mathematical derivations that transform these. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The technology roadmap of machine learning is discussed to.
【电子书】理解机器学习：从理论到算法（Understanding Machine Learning From Theory to
We show that h is pac learnable using a. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. Machine learning is one of the hottest fields in computer science, with a wide range of applications.this textbook aims to provide a coherent introduction to machine learning and the algorithmic paradigms it provides. Understanding machine learning from theory to algorithms.
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From theory to algorithms free online copy. The book provides an extensive theoretical account of the fundamental ideas underlying. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. It offers a theoretical account of the fundamentals of the concept, including the. The book provides an extensive theoretical account of.
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