GA-DAT-08 Introductions Lesson 01: Unix and Python Introductions Lesson 02: Linear Algebra and Python Control Flow Lesson 03: Using Numpy, Scipy, and Pandas Lesson 04: Intro to Databases Lesson 05: Data Visualization and Manipulation Supervised Models Regression & Regularization Lesson 06: Logistic Regressions Lesson 7: Bayesian Inference Lesson 8: Decision Trees and Random Forests Lesson 10: Ensemble Methods