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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,

435

Write the code to reverse a Linked list.

WalMart,

442

How will you overcome overfitting in predictive models?

440

Implement a sorting algorithm for a numerical dataset in Python.

Facebook,

355

Will Uber cause city congestion?

Uber,

425

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

Uber,

375

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

Twitter,

316

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,

443

What assumptions does linear regression machine learning algorithm make?

WalMart,

362

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,

504

How will you design a recommendation engine for jobs?

LinkedIn,

358

How will you test a machine learning model for accuracy?

322

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

Uber,

391

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

Facebook,

374

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,

531


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Un-Answered Questions { Data Science }

Do gradient descent methods always converge to the same point?

448


Can you explain supervised learning?

319


What are the types of biases that can occur during sampling?

353


How will you test a machine learning model for accuracy?

322


Define the unit test with PyUnit?

360


Define some key performance indicators for the product

298


Can you define power analysis?

340


Explain the difference between a test set and a validation set?

323


Which one would you prefer for text analytics python or r?

323


Explain recommender system?

334


What does _init_.py do?

423


why is data cleaning important for analysis?

375


What is the roc curve?

350


Which package is used to do data import in r and python? How do you do data import in sas?

334


What are feature vectors?

347