Directory Structure
Explore how to organize your machine learning pipeline's directory structure for better readability and maintainability. Understand how separating code, configuration, data, and tests into distinct folders helps teams collaborate effectively. This lesson guides you through setting up a clear and logical folder layout essential for production-grade ML projects.
Why good organization is needed
Good organization is a prerequisite for a readable and maintainable piece of software. How we organize code, configuration, and other files will affect how easily another person can understand and modify our code.
We can write all our code in a single file and hardcode it with configuration values and magic numbers, but this makes it extremely ...