Pattern Recognition And Machine - Learning

: Understanding eigenvectors, eigenvalues, and matrix operations is critical for dimensionality reduction and regression.

: Knowledge of basic probability distributions is helpful, though the PRML textbook includes a self-contained introduction. 2. Core Methodologies Pattern Recognition and Machine Learning

The field is generally divided into two main learning paradigms: : Understanding eigenvectors