A Probabilistic Perspective Kevin P. Murphy is an extensive textbook on machine learning from a probabilistic standpoint. This reference work focuses on theoretical and practical applications in data science and artificial intelligence. Published by MIT Press, it provides a detailed analysis of probabilistic methods that are essential for modern machine learning research.
Product specifications
- Author: Kevin P. Murphy
- Series: Machine Learning
- Publisher: MIT Press Ltd
- Imprint: MIT Press
- Publication date: 2012-08-24
- Number of pages: 1104
- ISBN: 9780262018029
- Topic: Machine learning
- BISAC: COMPUTERS / Data Science / Machine Learning