Machine Learning by Kevin P. Murphy
A Probabilistic Perspective
The book provides a comprehensive introduction to the field of machine learning, focusing on probabilistic models and methods. It covers a wide range of topics, including supervised and unsupervised learning, graphical models, and deep learning, while emphasizing the importance of understanding the underlying mathematical principles. The text is designed to be accessible to both beginners and those with more advanced knowledge, offering practical examples and exercises to reinforce key concepts. Through its detailed exploration of algorithms and applications, the book serves as a valuable resource for students and practitioners aiming to deepen their understanding of machine learning techniques.
- Published
- 2012
- Nationality
- American
- Length
- Very Long
- Pages
- 1000-1100
- Original Language
- English
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- Alternate Titles
- None
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