Part 1 – Simple Linear Regression
Part 2 – Multivariate Linear Regression
Part 3 – Logistic Regression
Part 4 – Multivariate Logistic Regression
Part 5 – Neural Networks
Part 6 – Support Vector Machines
Part 7 – K-Means Clustering & PCA
Part 8 – Anomaly Detection & Recommendation
Source: http://www.johnwittenauer.net/