Daten Interview Questions

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There is a pool of people who took Uber rides from two cities that were close in proximity, for example Menlo Park and Palo Alto, and any data you could think of could be collected. What data would you collect so that the city the passenger took a ride from could be determined? If some type of supervised classification algorithm was used to split the two populations, for example Support Vector Machine, what type of business decision would you make on points that appear close to the hyperplane?
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Data Scientist

Interviewed at Uber

3.7
Apr 8, 2015

There is a pool of people who took Uber rides from two cities that were close in proximity, for example Menlo Park and Palo Alto, and any data you could think of could be collected. What data would you collect so that the city the passenger took a ride from could be determined? If some type of supervised classification algorithm was used to split the two populations, for example Support Vector Machine, what type of business decision would you make on points that appear close to the hyperplane?

Case Study: Choose any Google product. Now, 1) As a fraudster, why would you need to use the API of this product 2) As a member of the Google team, how will you ensure that these fraudsters don't take advantage of the product 3) As a fraudster how would you overcome the steps you took in part 2 mentioned above
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Data Analyst, Product Trust and Safety

Interviewed at Google

4.4
Nov 3, 2020

Case Study: Choose any Google product. Now, 1) As a fraudster, why would you need to use the API of this product 2) As a member of the Google team, how will you ensure that these fraudsters don't take advantage of the product 3) As a fraudster how would you overcome the steps you took in part 2 mentioned above

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