Of Data Science Using ... — Mathematical Foundations

Dot products, transposition, and inversion.

SVD (Singular Value Decomposition) for compression. 📈 Calculus Calculus optimizes the models we build. Differentiation: Calculating slopes to find minima. Mathematical Foundations of Data Science Using ...

The engine behind neural network training. Dot products, transposition, and inversion

Powering Dimensionality Reduction (PCA). Mathematical Foundations of Data Science Using ...

Normal, Binomial, and Poisson patterns in data. Bayes’ Theorem: Updating beliefs based on new evidence.