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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,

434

Write the code to reverse a Linked list.

WalMart,

436

How will you overcome overfitting in predictive models?

438

Implement a sorting algorithm for a numerical dataset in Python.

Facebook,

353

Will Uber cause city congestion?

Uber,

422

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

Uber,

374

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,

355

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,

503

How will you design a recommendation engine for jobs?

LinkedIn,

356

How will you test a machine learning model for accuracy?

319

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

Uber,

388

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 }

Which machine learning algorithm will you use to solve a Uber driver accepting request?

365


Explain the term "data warehouse".

360


What is cluster sampling?

424


Which language is best for data science?

349


What is the goal of the clustering?

334


Are the expected value and mean value different?

388


What is need of principal component analysis?

426


Write a program to segment a long string into a group of valid words using Dictionary. The result should return false if the string cannot be segmented. Also explain about the complexity of the devised solution.

436


What education is required for data science role?

332


How will you drop variables using indices in a data frame?

375


Now companies are heavily investing their money and time to make the dashboards. Why?

315


What is market basket analysis? How would you do it in r and python?

328


Give a large dataset, find the median.

340


What is a joke that people say about you and how would you rate the joke on a scale of 1 to 10?

336


What are various steps involved in an analytics project?

334