Module 21

Capstone project: your own model

question, data, lazy model, honest measurement, tests, README, GitHub

When you finish this module you can say:

I can answer my own question with data from start to finish, measure it honestly, and put it on GitHub with its tests and README.

By the end of this module, a project that answers a question you chose with data, compared against a baseline, with its own tests and a README, will sit in your own GitHub repository.

Lessons

5 lessons · ≈ 58 min

1. Choose the question, get to know the data11 min
2. Clean and explore with pandas11 min
3. The lazy model and honest measurement12 min
4. A small neural network: is it worth it?12 min
5. Finish: tests, README, GitHub12 min · project