- Will Uber cause city congestion?
- What are the metrics you will use to track if Uber’s paid advertising strategies to acquire customers work? How will you figure out the acceptable cost of customer acquisition?
- Explain principal components analysis with equations.
- Explain about the various time series forecasting technqiues.
- Which machine learning algorithm will you use to solve a Uber driver accepting request?
- How will you compare the results of various machine learning algorithms?
- How to solve multi-collinearity?
- How will you design the heatmap for Uber drivers to provide recommendation on where to wait for passengers? How would you approach this?
- If we added one rider to the current SF market, how would that affect the existing riders and drivers?
- What are the different performance metrics for evaluating Uber services?
- How will you decide which version (Version 1 or Version 2) of the Surge Pricing Algorithms is working better for Uber ?
- How will you explain JOIN function in SQL to a 10 year old ?
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