├── David Barber.pdf ├── Introduction to Linear Algebra 4th edition.PDF ├── Machine Learning A Probabilistic Perspective.pdf ├── Pattern Recognition and Machine Learning.pdf └── README.md /David Barber.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YongyuG/Machine-Learning-Electronic-Sources/91dec3e3e81b3688256bdf662e26b6bbab54b5cf/David Barber.pdf -------------------------------------------------------------------------------- /Introduction to Linear Algebra 4th edition.PDF: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YongyuG/Machine-Learning-Electronic-Sources/91dec3e3e81b3688256bdf662e26b6bbab54b5cf/Introduction to Linear Algebra 4th edition.PDF -------------------------------------------------------------------------------- /Machine Learning A Probabilistic Perspective.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YongyuG/Machine-Learning-Electronic-Sources/91dec3e3e81b3688256bdf662e26b6bbab54b5cf/Machine Learning A Probabilistic Perspective.pdf -------------------------------------------------------------------------------- /Pattern Recognition and Machine Learning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YongyuG/Machine-Learning-Electronic-Sources/91dec3e3e81b3688256bdf662e26b6bbab54b5cf/Pattern Recognition and Machine Learning.pdf -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Machine-Learning-Electronic-Sources 2 | Repository to Store my Machine Learning Electronic Sources Including both English and Chinese stuff 3 | 4 | This repository is to save three popular and well-known Machine Learning books. 5 | 6 | Machine Learning requires basic understanding of probability and linear algebra. 7 | Probability Theorm can be reviewed in MLP and PRML, and linear algebra is detailly introduced in INTRODUCTION TO LINEAR ALGEBRA 8 | --------------------------------------------------------------------------------