Harsh Guide to Machine Learning:
[D] A Super Harsh Guide to Machine Learning from MachineLearning
UFLDL Tutorial: http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Tutorial
Description: This tutorial will teach you the main ideas of Unsupervised Feature Learning and Deep Learning. By working through it, you will also get to implement several feature learning/deep learning algorithms, get to see them work for yourself, and learn how to apply/adapt these ideas to new problems.