The deep learning

Courses

• CS231n: Convolutional Neural Networks for Visual Recognition, Stanford

• CS224d: Deep Learning for Natural Language Processing, Stanford

• CS 294: Deep Reinforcement Learning, Berkeley

• 6.S094: Deep Learning for Self-Driving Cars, MIT

Deep Learning An MIT Press book Ian Goodfellow and Yoshua Bengio and Aaron Courville.

Deep Learning and Neural Networks

neural networks/Deep learning

Textbook

• Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, MIT Press, 2016, ISBN: 0387848576

• Trevor Hastie, Robert Tibshirani, Jerome Friedman, The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition, Springer, 2009, ISBN: 0387848576

• Christopher M. Bishop, Pattern Recognition and Machine Learning, Springer, 2006, ISBN: 0387310738

• Sebastian Raschka, Python Machine Learning, Packt Publishing, 2015, ISBN: 1783555130