Learn how to sample data with Python.
- Exercise 1:
- Grab a sports-themed dataset you like. Performs a sampling of the data generating a simple random sample and a systematic sample.
- Exercise 2:
- It continues with the sports theme data set and generates a stratified sample and a sample using SMOTE (Synthetic Minority Oversampling Technique).
- Exercise 3:
- It continues with the sports theme dataset and generates a sample using the Reservoir sampling method.
- Preprocess
- Sampling