Ya lo he comentado varias veces en persona, así que dejare un post en mi blog para tener la referencia lista.
Christopher Bishop (@ChrisBishopMSFT), Technical Fellow and Laboratory Director en Microsoft Research Cambridge, UK, nos presenta la posibilidad de descarga de manera gratuita en formato PDF su libro [Pattern Recognition and Machine Learning]. Son mas de 700 paginas de una lectura muy recomendable
Pattern Recognition and Machine Learning
This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition or machine learning concepts is assumed. This is the first machine learning textbook to include a comprehensive coverage of recent developments such as probabilistic graphical models and deterministic inference methods, and to emphasize a modern Bayesian perspective. It is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. This hard cover book has 738 pages in full colour, and there are 431 graded exercises (with solutions available below). Extensive support is provided for course instructors.
Saludos @ Toronto