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How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?

Data Scientist

Flexport

Snap

Asana

Stripe

Uber

How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?
As a data scientist, how would you go about building a demand forecasting model for a ride-sharing service? Can you walk me through your process, including the data sources and factors you would consider?
What steps would you take to create a demand forecasting model for a ride-sharing service? Which data sources and factors would you consider, and how would you validate the model?
If you were tasked with developing a demand forecasting model for a ride-sharing service, what approach would you take? What data sources and factors would you consider, and how would you ensure the model's accuracy?
Considering the complexity of a ride-sharing service, how would you develop a demand forecasting model for it? What critical data sources and factors would you consider in creating a model that effectively predicts demand?
As an expert in data analysis, what steps would you take to build a demand forecasting model for a ride-sharing service? What data sources and factors would you use, and how would you validate the model's effectiveness?
When building a demand forecasting model for a ride-sharing service, what data sources would you use and what factors would be included? How would you ensure that the model provides accurate forecasts?
How would you approach building a demand forecasting model for a ride-sharing service? What data sources and factors would be significant, and how would you validate the model's accuracy?
What are the steps you would take to build a demand forecasting model for a ride-sharing service, and what data sources would you utilize? Can you walk me through your approach on how you’d validate the model?
In creating a demand forecasting model for a ride-sharing service, which factors and data sources would you prioritize, and why? What steps would you take to validate the model and ensure its accuracy?
Could you share your approach to developing a demand forecasting model for a ride-sharing service? What data sources and factors would you consider in this process?

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Interview question asked to Data Scientists interviewing at Reddit, YouTube, Databricks and others: How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?.

How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?

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How would you approach building a demand forecasting model for a ride-sharing service? What factors would you consider and what data sources would you use? Can you walk me through the steps you would take to develop and validate such a model?

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