/01_MLOps

Primary LanguageCSSMIT LicenseMIT

🍷 Wine Quality Prediction App

Welcome to the Wine Quality Prediction App! 🚀 This project is an application designed to predict the quality of wines based on various features and characteristics. Leveraging the power of machine learning algorithms, the app analyzes input data to provide accurate predictions on wine quality.

Table of Contents

Installation

Get started with the Wine Quality Prediction App by following these simple steps:

  1. Clone the Repository:
    https://github.com/deasadiqbal/01_MLOps

STEP 01- Create a conda environment after opening the repository

conda create -n mlenv python=3.8 -y
conda activate mlenv

STEP 02- install the requirements

pip install -r requirements.txt
# Finally run the following command
python app.py
  1. Usage Once the app is up and running, follow these steps:

    • Open your web browser and go to http://localhost:8000.
    • Input the relevant features and characteristics of the wine you want to evaluate.
    • Click the "Predict" button to get an instant prediction on the quality of the wine.

Explore the predictions, assess different wines, and make informed decisions with the Wine Quality Prediction App!

Home Page

home-page

Results

result-page

Contributing

Contributions are welcome! If you have ideas, suggestions, or want to report issues, feel free to open an issue or submit a pull request.

License

This project is licensed under the MIT License. Feel free to use and modify the code as per the terms of the license. Cheers! 🥂