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Data Science Interview Questions
Questions Answers Views Company eMail

In a given day, how many birthday posts occur on Facebook?

Facebook,

399

Write the code to reverse a Linked list.

WalMart,

378

How will you overcome overfitting in predictive models?

384

Implement a sorting algorithm for a numerical dataset in Python.

Facebook,

326

Will Uber cause city congestion?

Uber,

384

How will you decide which version (Version 1 or Version 2) of the Surge Pricing Algorithms is working better for Uber ?

Uber,

335

What is the good measure of influence of a Twitter user?

Twitter,

277

A building has 100 floors. Given 2 identical eggs, how can you use them to find the threshold floor? The egg will break from any particular floor above floor N, including floor N itself.

Facebook,

409

What assumptions does linear regression machine learning algorithm make?

WalMart,

321

You have 2 dices. What is the probability of getting at least one 4? Also find out the probability of getting at least one 4 if you have n dices.

Facebook,

460

How will you design a recommendation engine for jobs?

LinkedIn,

318

How will you test a machine learning model for accuracy?

284

If we added one rider to the current SF market, how would that affect the existing riders and drivers?

Uber,

349

What would you add to Facebook and how would you pitch it and measure its success?

Facebook,

345

How will you test that there is increased probability of a user to stay active after 6 months given that a user has more friends now?

Facebook,

492


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Un-Answered Questions { Data Science }

If you had to choose between the programming languages r and python, which one would you use for text analytics?

360


What do you mean by survival analysis in R?

348


Can you define feature vector?

272


What is jupyter ?

330


What do you understand by the selection bias? What are its various types?

285


What are the variants of back propagation?

316


What is meant by lattice?

474


Explain the difference between bayesian estimate and maximum likelihood estimation (mle)?

296


What is column storage?

325


How different is a mean value different from expected value?

389


What do you understand by bias, variance trade-off?

284


On rolling a dice if you get $1 per dot on the upturned face,what are your expected earnings from rolling a dice?

248


How can you decide if one algorithm is better than the other?

415


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

322


What is meant by R statistics?

284