/Sampling

Perform Data Sampling with Python

Primary LanguageJupyter NotebookOtherNOASSERTION

IT Academy - Data Science with Python

Sprint 6: Sampling Methods

forthebadge made-with-python
Made withJupyter
wakatime

Description

Learn how to sample data with Python.

Level 1

  • Exercise 1:
    • Grab a sports-themed dataset you like. Performs a sampling of the data generating a simple random sample and a systematic sample.

Level 2

  • Exercise 2:
    • It continues with the sports theme data set and generates a stratified sample and a sample using SMOTE (Synthetic Minority Oversampling Technique).

Level 3

  • Exercise 3:
    • It continues with the sports theme dataset and generates a sample using the Reservoir sampling method.

Targets

  • Preprocess
  • Sampling