Predict the quality by using the Alcohol level of the wines. Load, Read, Clean & Visualise Raw Data. Apply ML techniques (Linear Regression, Decision Trees, Random Forests).

This repository contains the notebook for model training, hyperparameter tuning, and evaluation. It demonstrates a complete machine learning pipeline from data preprocessing to performance comparison across multiple models.#CelebalTechnologies

**CognoRise Infotech Projects:** A collection of data analysis projects, including cereal nutrition analysis, red wine quality prediction, and unemployment trends in India, demonstrating skills in data science and machine learning.

This project uses machine learning techniques to predict the quality of red wines based on their chemical properties. Together with data analysis and visualisation, the project aims to discover the factors that influence wine quality.

This project is about the prediction of red wine quality using different machine learning algorithms