Predicting the quality of a good bottle of wine

Coursework submission for EE3-23 Machine Learning module

Wine-quality has been predicted through supervised learning using regression and classification models.

Using Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) on same dataset and analyzing the best one

Obtener el mejor rendimiento para el dataset de vinos de Sklearn para un algoritmo KNN

A feedforward neural network to predict wine quality based on a number of scientific factors. NOTE: This is purely an educational project. This is neither an efficient nor realistic neural network for commercial use.

A neural network for wine quality prediction

Wine Predicts

Predicting wine quality using machine learning

ML algorithms for Regression, Classification, Clustering and Dimensional Reduction applied in a Wine Quality Dataset.

K means clustering implementation on the wine quality dataset

Machine Learning classification problem displayed with Flask Application

We're going to use some models to predict the Datasets and show the predictions results in a table.

DIY Winery log to track the production process of homemade wine

Building classification models to predict quality of wines. (Accuracy = 71.33%)

🍷 API used to estimate the quality of wine using a machine learning model.

Having fun with MLOPS: Wine Stuff