/Wine-Quality-Prediction

In this project, I predict the quality of Wine by using Machine Learning techniques.

Primary LanguageJupyter Notebook

Red_Wine_Quality_Prediction (1)

In this project, I predict the quality of Wine 🍷 by using Machine Learning techniques.

Requirements

  • Numpy
  • Python
  • Pandas
  • Seaborn
  • Sklearn
  • Matplotlib

Installation

Use the package manager pip to install requirements.

pip install pandas
pip install numpy
pip install seaborn
pip install sklearn
pip install matplotlib

OverView

The code of this project is completely in jupyter notebook . Jupyter notebook is a kind of online python notebook. If you are new 🙂 to jupyter notebook and know nothing about jypyter Notebook .Then don't worry, do not loose hope you can find many online resources which are free and you can learn a lot 🙌 about Jupyter notebook form them.

In this project linear regression is used to make the predictions. In Linear regression we draw a line to that best fits the given data. We try to select the line that also minimises the error.

Linear regression is a very basic techinque in machine learning . But you are free to use 🤗 any other techinique of your choice to make the prediction. If you are interested in it then you can download the dataset from my repository. Best of Luck ! 👍 👍

Learn More

You can learn more about Linear Regression at 👉 https://is.gd/linear_regression.

You can learn more about Jupyter Notebook at 👉 https://jupyter.org/documentation

Contribution

Pull requstes are welcome. For major changes please open an issue first to discuss what you would like to change.:sunglasses:

License: MIT