https://github.com/tirendazacademy/machine-learning-with-pycaret

Machine learning with Python PyCaret
https://github.com/tirendazacademy/machine-learning-with-pycaret

Last synced: 3 months ago
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Machine learning with Python PyCaret

• Host: GitHub
• URL: https://github.com/tirendazacademy/machine-learning-with-pycaret
• Owner: TirendazAcademy
• Created: 2022-04-28T15:46:46.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-01-10T12:37:02.000Z (over 2 years ago)
• Last Synced: 2025-01-01T05:27:04.437Z (9 months ago)
• Language: Jupyter Notebook
• Size: 403 KB
• Stars: 1
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
![](https://github.com/TirendazAcademy/Machine-Learning-with-PyCaret/blob/main/Images/logo-tirendaz.png)

[![](https://img.shields.io/badge/Python-darkblue?&style=plastic&logo=python&logoColor=white)]()

[![](https://img.shields.io/badge/Pycaret-darkred?style=plastic&logo=pycaret&logoColor=white)]()

[![](https://img.shields.io/badge/DataScience-darkgreen?&style=plastic&logo=datascience&logoColor=white)]()

[![](https://img.shields.io/badge/MachineLearning-darkorange?&style=plastic&logo=machinelearning&logoColor=white)]()

[*PyCaret*](https://pycaret.org/) is an open-source, low-code machine learning library in Python that automates machine learning workflows. PyCaret empowers anyone to build low-code, powerful, end-to-end machine learning solutions.

PyCaret is a low-code library that can be used to replace hundreds of lines of code with just a few lines. This allows you to perform machine learning projects quickly and efficiently. It is basically a Python wrapper surrounding various machine learning libraries and frameworks like scikit-learn, XGBoost, LightGBM, CatBoost, spaCy, Optuna, Hyperopt, Ray, and a few more. You can install PyCaret with Python's pip package manager: `pip install pycaret`

This repository contains PyCaret tutorials with the notebooks and datasets. If you enjoy this repo, don't forget to give me a ✨. Thanks for reading 😀

## YouTube Tutorials [![](https://img.shields.io/badge/YouTube-FF0000?style=plastic&logo=youtube&logoColor=white)](https://www.youtube.com/playlist?list=PLbQRubTta6fcWFyjKtDyDPTwxC6t1HMEn)

- [Machine Learning with PyCaret](https://youtu.be/LEJlW6STeB0)

- [Classification with PyCaret](https://youtu.be/rIf4TNtMTtk)

- [Regression with PyCaret](https://youtu.be/nvZ08g7tHhE)

- [Clustering with PyCaret](https://youtu.be/wOzeFurDfQ0)

📌 Happy learning 😀 

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