Theory of Principal Component Analysis (PCA)
- Introduction
- Mathematics Behind PCA – Part 1
- Mathematics Behind PCA – Part 2
Principal Component Analysis in Python
- Basic PCA Implementation in Python
- Applying PCA to Iris Dataset Using Sciket-Learn and Python
- Applying PCA to Handwritten Digits Dataset in Python
Principal Component Analysis in MATLAB
- Basic PCA Implementation in MATLAB
- Applying PCA to Iris Dataset Using Statistics Toolbox of MATLAB
- Applying PCA to Handwritten Digits Dataset in MATLAB
