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How would you evaluate the success of our shared rides launch? What indicators would you use?

Tell us about a project that you're very proud of completing?

When do you prefer mean over median? Can you walk me through an example?

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?

What are the steps you go through in ETL sort of processes?

Walk me through the steps you would take to compare the data in the first 50% of the columns versus the data in the second 50%.

What distinguishes linear regression from logistic regression in statistical modeling?

What's your understanding of a minimum height tree, and how can it be created?

What are your thoughts on the difference between the frequentist and Bayesian approaches to probability? Furthermore, when determining which approach to utilize, what factors would you take into consideration?

Given an array of integers and a target sum, find the smallest subarray with a sum greater than or equal to the target sum using the greedy approach.