Projects
Hands-on data science projects inspired by real companies. Build end-to-end ML solutions from business problem to deployment.
Google
Google Flights Airfare Forecast
Build an end-to-end airfare prediction model inspired by Google Flights' price forecasting feature.
Data ScientistML Engineer
9 Lessons
Start projectPayPal
PayPal Fraud Detection
Design and implement a fraud detection pipeline modeled after PayPal's transaction monitoring system.
Data ScientistML Engineer
9 Lessons
Start projectDoorDash
DoorDash Fraud Detection
Tackle fraud detection for a food delivery platform using real-world DoorDash-inspired scenarios.
Data ScientistML Engineer
8 Lessons
Start projectAWS
AWS Realtime News Sentiment
Build a real-time news sentiment analysis pipeline using AWS services and NLP techniques.
Data ScientistML Engineer
10 Lessons
Start projectFacebook
Facebook Storefront Causal Analysis
Apply causal inference methods to analyze the impact of Facebook's storefront feature on user engagement.
Data Scientist
2 Lessons
Start project