Posts
Data Visualization
Simple plotting of charts using Python
SQL
Simple SQL syntax
Numpy
Numpy codes for beginner
Unsupervised Learning
Includes toimages on PCA, Clustering, GM, EM
Decision Trees and Ensembling
Also covers Bootstrap & Bagging, Boosting, Random Forests
Regularization and Validation
2 cures for overfitting
Math Background for Public Key Cryptography
Basic number theory knowledge