The repository includes:
- Dimensionality Reduction basics.
- Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA), PCA Vs LDA.
- Project Abalone using PCA.
- Project Wine recognition using PCA.
- Clustering - K means
Note: All the concepts and codes are available inside the jupyter notebooks.