Section 8: Supervised Linear Machine Learning

Goals for today

• Provide an Introduction to Supervised Linear Machine Learning

• Provide an Introduction to Supervised Methods in Scikit-Learn

• Classification Problems with Logistic Regression

• Use of Support Vector Machines

• Using Linear Models for Non-Linear Data

• Decision Trees

• How to improve your model with Hyperparameter Tuning