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Business Examples

Real-world ML applications on VAST AI OS - from fraud detection to predictive maintenance.


Base Station CDR

10 minutes

Predict network performance and optimize base station operations with ML.

Coming Soon
Battery Health

10 minutes

Estimate battery degradation and remaining lifespan using sensor data.

Estimating Lithium-ion Battery Health
Flight Booking

10 minutes

Forecast ticket demand and optimize pricing strategies.

Booking
Customer Churn

10 minutes

Predict telecom customer churn and identify retention strategies.

Telco Churn
Fraud Detection

10 minutes

Detect fraudulent credit card transactions in real-time.

Credit Card Fraud
Sports Analytics

10 minutes

Predict football match outcomes using team performance metrics.

Football
Insurance Pricing

10 minutes

Forecast health insurance costs based on patient demographics.

Health Insurance Costs
Movie Ratings

10 minutes

Predict movie ratings and box office performance.

Movies Scoring and Clustering
Energy Forecasting

10 minutes

Forecast energy consumption from smart meter data.

Smart Meters
Spam Detection

10 minutes

Build text classifiers to filter spam messages.

Spam
Music Analytics

10 minutes

Predict song popularity using audio features.

Predicting Popularity on Spotify

Tip

All examples use real datasets and demonstrate in-database ML with VAST Orbit. Download notebooks and run on your VAST Cluster.