Wine Quality Prediction Using Machine Learning || Machine Learning Project || AI Model Using Python

Publicado el: 27 julio 2025
en el canal de: Coding World

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🔍 Wine Quality Prediction Using Machine Learning | ML Project | AI Model Using Python 🍷🤖

Welcome to this hands-on Machine Learning project where we build an AI model in Python to predict the quality of wine based on various chemical features like acidity, alcohol, pH, and more! Whether you're a student, beginner, or aspiring data scientist, this project is perfect to boost your ML skills and portfolio.

🚀 What You'll Learn in This Video:
✅ How to explore and analyze the wine quality dataset
✅ Data preprocessing and feature selection techniques
✅ Building and training ML models (Random Forest, Logistic Regression, etc.)
✅ Model evaluation and accuracy metrics
✅ Creating a prediction system using Python
✅ Tips to improve model performance

📂 Dataset Used: winequality-red.csv
https://drive.google.com/file/d/1xJro...

💻 Tools & Libraries: Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn

🔥 Bonus: Learn how to save the model using Pickle and make it ready for deployment!

🎯 This is a complete end-to-end ML project — ideal for college students, BCA/B.Tech/DS-AI learners, or anyone preparing for interviews or building ML portfolios.

👉 Don't forget to LIKE, SHARE, and SUBSCRIBE for more awesome machine learning and data science content!

#MachineLearning #WineQualityPrediction #Python #MLProject #AI #DataScience #ScikitLearn #EndToEndProject #WinePrediction

En esta página del sitio puede ver el video en línea Wine Quality Prediction Using Machine Learning || Machine Learning Project || AI Model Using Python de Duración hora minuto segunda en buena calidad , que subió el usuario Coding World 27 julio 2025, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 558 veces y le gustó 16 a los espectadores. Disfruta viendo!