Intermediate Machine Learning

Review what you need for this course.

There's a lot of non-numeric data out there. Here's how to use it for mahcine learning

Missing values happen. Be prepared for this common challenge in real datasets

A critical skill for deploying (and even testing) complex models with pre-processing

A better way to test your models.

Find and fix this problem that ruins your model in subtle ways.

The most accurate modeling technique for structured data.