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Multi-City Demand Forecasting Data Pipeline
A hard Pipeline Design interview practice problem on DataDriven. Write and execute real pipeline design code with instant grading.
- Domain
- Pipeline Design
- Difficulty
- hard
- Seniority
- senior
Problem
Our operations team runs a bike-share network across dozens of cities. We want to predict hourly demand at each station so we can pre-position bikes before rush hour. The data comes from multiple city systems and external sources in different formats. Design a pipeline that takes in this raw data and produces reliable, model-ready features.
Practice This Problem
Solve this Pipeline Design problem with real code execution. DataDriven runs your solution and grades it instantly.