Usage Of Various Dimensionality Reduction Techniques in Python
Following use cases of PCA have been demonstrated:
- Data Visualization in two and three dimensions
- Speeding up Of ML algorithms by reducing the number of dimensions
Datasets used are following
1.http://yann.lecun.com/exdb/mnist/ 2. https://archive.ics.uci.edu/ml/machine-learning-databases/iris/