Exercises to practice dimensionality reduction with PCA
- Add unsupervised pre-processing to our ML flow: encode -> normalize -> pre-process -> train -> evaluate
- Build an intuition for PCA and when/how to use it
- Understand the benefits of dimensionality reduction