1. EDA For Classification
2. Defining a Target
3. DEMO Defining a Target
4. Exploring the Target
5. Exploring the Features
6. DEMO Exploring the Features
7. ASSIGNMENT Exploring the Target & Features
8. SOLUTION Exploring the Target & Features
9. Correlation
10. PRO TIP Correlation Matrix
11. DEMO Correlation Matrix
12. Feature-Target Relationships
13. Feature-Feature Relationships
14. PRO TIP Pair Plots
15. ASSIGNMENT Exploring Relationships
16. SOLUTION Exploring Relationships
17. Feature Engineering Overview
18. Numeric Feature Engineering
19. Dummy Variables
20. Binning Categories
21. DEMO Feature Engineering
22. Data Splitting
23. Preparing Data for Modeling
24. ASSIGNMENT Preparing the Data for Modeling
25. SOLUTION Prepare the Data for Modeling
26. Key Takeaways
27. Data Prep & EDA.html