In this module, we're going to set you up for success by diving into the complete project system. Think of it as building the framework and foundational skills for your future projects.

Each component of this module represents a mistake I've made in the past 7 years, or a best practice I wish I'd known from the start. My goal is to save you from some of the headaches and painful mistakes I’ve made!

Learning Objectives

By the end of this module, you will be able to:

1. Set up a well-structured data science project from scratch
2. Manage project environments effectively to ensure reproducibility
3. Use version control with Git to track changes and collaborate efficiently
4. Apply automatic code formatting to increase quality or your work
5. Utilize command-line tools
6. Debug code effectively and efficiently
7. Implement good coding practices so that you look like a pro.

This module is your first step towards building incredible projects that could solve real-world problems and showcase your skills.

Trust me, once you've mastered these skills, you'll wonder how you ever lived without them. Let's get started!