07.02 Dimensionality Reduction - exercise
[L4-ML] Machine Learning Algorithms - Specialization
07 Data Cleaning Preparation
Apply the following dimensionality reduction techniques to the data:
- Filter out columns with a low variance
- Filter out one of two columns with a high linear correlation
- Replace numeric columns with principal components
- Filter out columns which are not important in predicting the target column