DS Cookbook Recipes

• » Recipe 1: Defining The Problem
• » Recipe 2: Initial Data Management
• » Recipe 3: Setting Up Your Data
• » Recipe 4: Project Preparation
• » Recipe 5: Problem Exploration
• » Recipe 6: Statistics? I thought we were doing ML!
• » Recipe 7: Feature Engineering
• » Recipe 8: Your First Model
• » Recipe 9: Beating the Baseline Model
• » Recipe 10: From model.predict() to Prototype
• » Appendix A: Process Management