Chapter 2

Programming and Math Basics

• Matrix factorization

  Every PCA plot, NMF gene module, and UMAP embedding you've ever generated is the same operation wearing a different constraint.

• Seurat object

  It's the single R container holding your counts, metadata, PCA, and UMAP, and knowing exactly where each of those lives is what lets you catch a broken pipeline before you publish a UMAP.