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Data Science Interview Questions
Questions Answers Views Company eMail

Develop an algorithm to sort two lists of sorted integers into a single list.

314

What are the different performance metrics for evaluating Uber services?

Uber,

321

Have you used sampling? What are the various types of sampling have you worked with?

WalMart,

317

What is the difference between an iterator, generator and list comprehension in Python?

WalMart,

349

Explain the difference between Supervised and Unsupervised Learning through examples.

Mu Sigma,

364

How many people are using Facebook in California at 1.30 PM on Monday?

Facebook,

421

Print the elements of a matrix in zig-zag manner.

316

What is the difference between a bagged model and a boosted model?

WalMart,

330

Which companies participating in Insight would you be interested in working for?

Insight,

335

You own a clothing enterprise and want to improve your place in the market. How will you do it from the ground level ?

Mu Sigma,

304

How many big Macs does McDonald sell every year in US?

Facebook,

315

A box has 12 red cards and 12 black cards. Another box has 24 red cards and 24 black cards. You want to draw two cards at random from one of the two boxes, which box has a higher probability of getting cards of same colour and why?

Goldman Sachs,

766

What is the probability of getting a HTT combination before getting a TTH combination?

Goldman Sachs,

306

How would add new Facebook members to the database of members, and code their relationships to others in the database?

Facebook,

356

How can you measure engagement with given Twitter data?

Twitter,

403


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Un-Answered Questions { Data Science }

Name the packages that are based on density based on the algorithm?

294


Why data science and data scientists are needed?

290


How would you create a taxonomy to identify key customer trends in unstructured data?

395


while working on a data set, how can you select important variables? Explain

359


How is true positive rate and recall related? Write the equation.

317


Does the data scientist need to know programming?

396


Which is the best suitable language among python and r for text analytics?

336


What are the roles and responsibilities of a data scientist?

341


Can you explain the difference between a validation set and a test set?

309


Can you cite some examples where a false positive is important than a false negative?

360


What are Principal components?

500


What are the applications of data science?

375


A dice is rolled twice, what is the probability that on the second chance it will be a 6?

322


How will you handle missing data ?

438


what is bias?

349