Week 6 · Day 1 — The Scout's Toolkit: scikit-learn Deep Dive

Week 6: "The Scout" | Day 1 of 5 Theme: Machine Learning with Python — knowing which tool for which job

What You're Building Toward

A scout's job isn't to watch every player — it's to know which questions to ask and how to answer them fast.

This week you become that scout. You're going to build ML models that answer real questions:

• Will this player improve over the next season?
• Is this the type of midfielder that wins games?
• How do we rate 500 players without watching them all?

Today: learn the full scikit-learn toolkit. Different problems need different models.