To do real world programming!
- Coursera :: Machine Learning [Andrew Ng]
- Stanford-CS229 : Machine Learning [Andrew Ng / Dan Boneh]
- MIT-15-097 : Prediction: Machine Learning and Statistics [Cynthia Rudin]
- Machine Learning in Action [Peter Harrington]
- Deep Learning: Adaptive Computation and Machine Learning series [Ian Goodfellow / Yoshua Bengio / Aaron Courville]
- Neural Networks and Deep Learning [Michael Nielsen]
- Pattern Recognition and Machine Learning [Christopher Bishop]
- Python for Data Analysis [Wes McKinney]
- Machine Learning Foundations [Hsuan-Tien Lin]
- CMU-36-700 : Probability and Statistics [Larry Wasserman]
- CMU-36-705 : Intermediate Statistics [Larry Wasserman]
- Stanford-EE103 : Introduction to Matrix Methods [Stephen P. Boyd]
- Computer Vision - A Modern Approach [David A. Forsyth / Jean Ponce]
- Computer Vision - Models, Learning, and Inference [Simon J.D. Prince]
- Computer Vision - Algorithms and Applications [Richard Szeliski]
- Learning OpenCV 3 [Adrian Kaehler / Gary Bradski]
- Stanford-CS231n : Convolutional Neural Networks for Visual Recognition [Fei-Fei Li]
- OpenCV 2 Computer Vision Application Programming Cookbook [Robert Laganière]
- Washington-CSE/EE576 : Computer Vision
- Fundamentals of Computer Graphics [Peter Shirley / Michael Ashikhmin / Steve Marschner]
- Real-time rendering [Tomas Akenine-Moller / Eric Haines]
- Ray Tracing in One Weekend [Peter Shirley]
- Computer Graphics with OpenGL [Donald D. Hearn / M. Pauline Baker]
- Brown-CS1230 : Introduction To Computer Graphics
- Learn OpenGL [Joey de Vries]
- Computer Graphics - Principles and Practice [john F. hughes..]
- CUDA by Example [Jason Sanders / Edward Kandrot]
- CUDA C programming guide [NVIDIA]
- Is Parallel Programming Hard, And, If So, What Can You Do About It? [Paul E. McKenney]
- Caltech-CS179 : GPU Programming
- Computer Networks [Andrew S. Tanenbaum / David J. Wetherall]
- You Don't Know JS [Kyle Simpson]
- JavaScript: The Good Parts [Douglas Crockford]
- JavaScript: The Definitive Guide [David Flanagan]