Machine Learning

• Random Forests Part I
• Random Forests – Missing Values
• Clustering Algorithms
• Evaluating Predictive Models
• Lasso & Ridge Regression
• Gradient Boosted Trees for Regression Part 1

Python

• Python Iterators and Generators
• Python Basic Data Structures
• Python Dictionaries and Lists