- Centering and scaling
- Resolving skewness
- Data preprocessing using sklearn
- Order of labels in sklearn
- Label Encoder with never seen before values
- One Hot Encoding
- Learn how to handle outliers
- Learn how to handle missing values
- Learn how to deal with skewness
- Understand centering and scaling
- Understand algebraic transformations
- Learn how to encode categorical variables
- Learn feature extraction for time series data