SnehaShukla937/Dimensionality-Reduction_Clustering

Dimensionality Reduction - PCA ; LDA, Project Abalone, Project Wine recognition, Clustering

The repository includes:

1. Dimensionality Reduction basics.
2. Principal Component Analysis (PCA), Linear Discriminant Analysis (LDA), PCA Vs LDA.
3. Project Abalone using PCA.
4. Project Wine recognition using PCA.
5. Clustering - K means

Note: All the concepts and codes are available inside the jupyter notebooks.