Dimensionality Reduction
What dimensionality reduction is, common techniques including PCA and t-SNE, and when to reduce feature dimensions in your ML pipeline.
PCA
PCA - Principal Component Analysis
What PCA is, how it identifies principal components, and when to use it for dimensionality reduction in ML pipelines.