https://github.com/jesussantana/sampling

Perform Data Sampling with Python
https://github.com/jesussantana/sampling

preprocessing python random-sampling reservoir-sampling sampling smote-sampling stratified-sampling systematic-sampling

Last synced: 3 months ago
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Perform Data Sampling with Python

• Host: GitHub
• URL: https://github.com/jesussantana/sampling
• Owner: jesussantana
• License: other
• Created: 2021-04-19T10:04:32.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-06-01T15:10:18.000Z (about 4 years ago)
• Last Synced: 2025-01-11T12:33:38.252Z (5 months ago)
• Topics: preprocessing, python, random-sampling, reservoir-sampling, sampling, smote-sampling, stratified-sampling, systematic-sampling
• Language: Jupyter Notebook
• Homepage:
• Size: 5.04 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# IT Academy - Data Science with Python

## Sprint 6: Sampling Methods

[![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/)  

[![Made withJupyter](https://img.shields.io/badge/Made%20with-Jupyter-orange?style=for-the-badge&logo=Jupyter)](https://jupyter.org/try)  

[![wakatime](https://wakatime.com/badge/github/jesussantana/Sampling.svg)](https://wakatime.com/badge/github/jesussantana/Sampling)

### 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