Blog Post··6 min read
Putting It All Together — From Vectors to Transformers
A tour through the whole series: how vectors, matrices, eigendecomposition, SVD, and least squares combine to explain the mathematical machinery inside modern ML systems — from PCA to attention to gradient descent.