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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 project
PayPal

PayPal Fraud Detection

Design and implement a fraud detection pipeline modeled after PayPal's transaction monitoring system.

Data ScientistML Engineer
9 Lessons
Start project
DoorDash

DoorDash Fraud Detection

Tackle fraud detection for a food delivery platform using real-world DoorDash-inspired scenarios.

Data ScientistML Engineer
8 Lessons
Start project
AWS

AWS Realtime News Sentiment

Build a real-time news sentiment analysis pipeline using AWS services and NLP techniques.

Data ScientistML Engineer
10 Lessons
Start project
Facebook

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