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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,

352

Will Uber cause city congestion?

Uber,

421

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


Post New Data Science Questions

Un-Answered Questions { Data Science }

What is churn?

322


What is meant by Poisson regression?

382


What is skewed distribution & uniform distribution?

337


Explain cluster sampling technique in data science

406


What is normal distribution

339


Describe some assumptions considered important for linear regression?

312


What exactly does a data scientist do?

360


Explain the method to collect and analyze data to use social media to predict the weather condition?

546


Write the code to reverse a Linked list.

436


Explain eigenvalue and eigenvector

329


Explain box cox transformation?

391


Can you enumerate the various differences between supervised and unsupervised learning?

323


What are eigenvalue and eigenvector?

354


Name three disadvantages of using a linear model?

391


Can you define analytics?

348