Overview
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Handle missing values, non-numeric values, data leakage, and more.
- Review what you need for this course.
- Missing values happen. Be prepared for this common challenge in real datasets.
- There's a lot of non-numeric data out there. Here's how to use it for machine learning.
- A critical skill for deploying (and even testing) complex models with pre-processing.
- A better way to test your models.
- The most accurate modeling technique for structured data.
- Find and fix this problem that ruins your model in subtle ways.
