Machine learning FAQ

https://sebastianraschka.com/faq/index.html

Machine learning - gradient boosting

http://arogozhnikov.github.io/2016/07/05/gradient_boosting_playground.html

http://xgboost.readthedocs.io/en/latest/

Machine learning - kernel trick

http://www.eric-kim.net/eric-kim-net/posts/1/kernel_trick.html

Deep learning - general ressources

https://sebastianraschka.com/deep-learning-resources.html

https://www.slideshare.net/LuMa921/deep-learning-a-visual-introduction

https :// livingthing.danmackinlay.name/deep_learning.html

http://deeplearning.net/

http://cs231n.github.io/

Deep learning - neural networks

http://cs231n.github.io/neural-networks-1

Deep learning - multi-layer perceptron

http://deeplearning.net/tutorial/mlp.html