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Understanding Machine Learning: From Theory to Algorithms

Understanding Machine Learning: From Theory to Algorithms

Comprehensive book focusing on theoretical aspects and practical algorithms
Books & Scripts Beginner Advanced
Description
This free book by Shai Shalev-Shwartz and Shai Ben-David is addressed to beginners. In the first part it gives a detailed introduction and the foundations of machine learning, while the second part introduces the reader to different algorithms. It also provides the necessary information to follow the mathematics involved. Different learning models are included in the third part of the book, while the last part includes more advanced topics.

Level:
Beginner
Duration:
450 pages
Submitted by:
Harry32
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