1. The machine learning problem 2. The machine learning process 3. Defining data terms - a 4.Defining data terms - b 5. Defining data terms - b 6. Selecting Columns (Lab) 7. Coercing Data 8. Coercing Data Lab 9. Decision Trees Hypothesis 10. Decision Trees Training 11. Decision Trees Lab 12. Overfitting and Pruning