Free Machine Learning, Data Mining, Deep Learning, Artificial Intelligence and Big Data Books
This is a repository to list free books in Machine Learning, Data Mining, Deep Learning, Artificial Intelligence fields. Feel free to add extra books by editing ReadMe file and make a PR The books have sorted by page number in DESC!
- Algebra, Topology, Differential Calculus, and Optimization Theory for Computer Science and Machine Learning - 20190
- Computer Vision: Algorithms and Applications - 1232pages
- Neural Network Design (2nd Edition) - 1012
- Deep Learning - 781pages
- Data Mining and Machine Learning: Fundamental Concepts and Algorithms - 766pages
- The Elements of Statistical Learning - 764pages
- Bayesian Reasoning and Machine Learning - 680pages
- Data Mining and Analysis - 604pages
- Pattern Recognition and Machine Learning - 569pages
- An Introduction to Information Retrieval - 546pages
- Python Data Science Handbook - 546pages
- Linear Algebra - 525pages
- Planning Algorithms - 512pages
- Mining Massive Datasets - 511pages
- Foundations of Machine Learning - 505pages
- A Programmer's Guide to Data Mining - 395pages
- Programming Computer Vision with Python - 300pages
- Gaussian Processes for Machine Learning - 266pages
- Introduction to Machine Learning - 234pages
- Gaussian Processes for Machine Learning - 266pages
- Probabilistic Programming & Bayesian Methods for Hackers - 217pages
- Modeing with Data - 213pages
- An Introduction to Data Science - 196pages
- A Course in Machine Learning - 193pages
- The Art of Data Science - 163pages
- The Field Guid to Data Science - 110pages
- The Hundred-Page Machine Learning Book - 100pages
- Algorithms for Reinforcement Learning - 98pages
- The Elements of Data Analytic Style - 98pages
- Data Science for Business - 28pages
- Data Mining Algorithms In R - Online
- Scikit-learn tutorial: statistical-learning for sientific data processing - Online
- Natural Language Processing with Python - Online
- Explanatory Model Analysis - Online
- Practical Deep Learning for Coders - Online
- Physics-based Deep Learning - Online