WINE QUALITY PREDICTION using SUPPORT VECTOR MACHINE Algorithm | Machine Learning Projects

Опубликовано: 12 Март 2025
на канале: StudyGyaan

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Wine enthusiasts and connoisseurs, rejoice! Have you ever wondered how wine experts determine the quality of a wine? In this video, we'll explore how machine learning can be used to predict wine quality with remarkable accuracy.

Using a dataset of wine characteristics, we'll build a machine-learning model that can predict the quality of a wine based on its physicochemical properties. From acidity to sulfur dioxide levels, we'll dive into the features that matter most in determining a wine's quality.

Join on WhatsApp - https://whatsapp.com/channel/0029Va6N...

Website - https://studygyaan.com/

Source code - https://github.com/chichi2963/Wine-Qu...

Kaggle dataset - https://www.kaggle.com/datasets/asmaa...

Book(An Introduction to Statistical Learning) - https://www.statlearning.com/

SMOTE algorithm for balancing dataset - https://www.geeksforgeeks.org/ml-hand...

Timecodes
0:00 - Intro
0:28 - Importing the dataset
2:39 - Preprocessing dataset
6:09 - Train test split
8:56 - Training the model
14:13 - Testing the model