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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,

440

How will you overcome overfitting in predictive models?

438

Implement a sorting algorithm for a numerical dataset in Python.

Facebook,

355

Will Uber cause city congestion?

Uber,

423

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,

360

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,

357

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,

389

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 are outlier values and how do you treat them?

392


What is data science? How would you say it is similar or different to business analytics and business intelligence?

339


What is an example of a data set with a non-gaussian distribution?

331


What is back propagation?

330


What is advantage of using apply family of functions in r?

353


What is the jupyter center ?

475


How do you use lambda in python?

371


What devices or tools help you most as a data scientist?

305


What is the job of analytics?

364


You have two tables-the first table has data about the users and their friends, the second table has data about the users and the pages they have liked. Write an SQL query to make recommendations using pages that your friends liked. The query result should not recommend the pages that have already been liked by a user.

428


Why do you need a for loop? How do you do for loops in python and r?

350


Why do you want to work as a data scientist?

308


How can you compute an inverse matrix faster by playing with some computation tricks?

336


How to determine the number of clusters in k-means clustering algorithm?

303


Explain k-mean?

319