SingleStore x Data Science UCSB x Coders SB Datathon: Build real-time data apps with SingleStore's updates, Notebooks, and SQrL. Showcase skills, win prizes, and create applications from fraud detection to movie recommendations. - Devpost

Digital Vineyard — Digital Vineyard

GAN-Generated Wine Attributes"

Wine Quality Classifier — Wine Quality Classifier

An ensemble machine learning model that predicts the quality class of wine (good, ok, or bad) based on 12 measured physicochemical properties.

Vineyard Ventures — Vineyard Ventures

Explore the world of Portuguese red wines with our interactive dashboard!

Vintnar Recommendation System — Vintnar Recommendation System

Research backed wine recommendations

CorkCrafters — CorkCrafters

CorkCrafters: Redefining the art of science and wine, one cork at a time.

Red Wine Quality — Red Wine Quality

Exploring, analyzing, and applying Machine learning models on the red wine quality dataset.

Age like Fine Wine — Age like Fine Wine

Why does wine taste exceptionally good sometimes, or poor? By analyzing a dataset on qualities of red wine, our team delved deep into the factors that distinguish a delightful glass of wine.

Predictive Analysis on Wine Quality Data — Predictive Analysis on Wine Quality Data

This project dives into predicting the quality of a wine using some input variables.

Wine&Dine — Wine&Dine

Predicting wine quality and pairing grape type with food.

.wine — .wine

Using machine learning to find a connection between physiochemical properties of red wine and the ratings given by human judges.

Red Wine Making Simulator — Red Wine Making Simulator

Enhancing Wine Analysis with an AI-Powered Simulator.

WineScape — WineScape

WineScape is a revolutionary platform that combines interactive learning with cutting-edge AI technology to offer unique experiences, crafting personalized wine blend with instant quality predictions.

Red Wine Quality Calculator — Red Wine Quality Calculator

Our application aims to simplify the challenges faced by amateur winemakers in crafting exceptional red wine from home through a simplifed visualization of features that affect wine quality.

Using GAN as a way of bootstrapping — Using GAN as a way of bootstrapping

We notice that when the dataset is small, traditional statistical models like logistic regression might not work well, so we want to use GAN to generate data for better results.

Don't Wine About It — Don't Wine About It

Our goal was to use data science models to analyze the relationship between the different chemical properties of red wine, specifically the alcohol content (ABV), density, pH, and quality.

Wine Analysis — Wine Analysis

Analysis of certain chemical variables in wines and their relation with wine quality rating.

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