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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,

443

How will you overcome overfitting in predictive models?

443

Implement a sorting algorithm for a numerical dataset in Python.

Facebook,

355

Will Uber cause city congestion?

Uber,

427

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

Uber,

376

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,

507

How will you design a recommendation engine for jobs?

LinkedIn,

359

How will you test a machine learning model for accuracy?

324

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


Post New Data Science Questions

Un-Answered Questions { Data Science }

What skills are required for data analytics roles?

387


What packages are used for data mining in python and r?

350


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

333


Explain the differences between univariate, bivariate and multivariate analysis?

309


What is the role of the activation function?

324


Write the code to sort an array in numpy by the nth column?

352


How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?

435


Explain the role of activation function?

326


What are the variants of back propagation?

356


How to create survival object in R?

568


What are the types of business decisions?

339


Explain data munging?

387


What is the difference between select and update query?

410


Among python and r, which one is generally preferred for text analytics?

353


Explain the difference between overfitting and underfitting?

382