Mathematics for Machine Learning: PCA Course
by Coursera
Master the math behind PCA in this intermediate-to-advanced course from Imperial College London. Learn dimensionality reduction through linear algebra and statistics.
Why this course
- Rigorous mathematical derivation of PCA from first principles
- Strong emphasis on geometric intuition behind linear algebra concepts
- Excellent preparation for advanced studies in machine learning theory
- Hands-on Python assignments reinforce theoretical understanding
