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Data Science Interview Questions
Questions Answers Views Company eMail

What will you do if removing missing values from a dataset cause bias?

Airbnb,

363

How can you reduce bias in a given data set?

Airbnb,

360

How will you impute missing information in a dataset?

Airbnb,

347

Estimate the probability of a disease in a particular city given that the probability of the disease on a national level is low.

Amazon,

344

How will inspect missing data and when are they important for your analysis?

Amazon,

387

How will you decide whether a customer will buy a product today or not given the income of the customer, location where the customer lives, profession and gender? Define a machine learning algorithm for this.

Amazon,

292

From a long sorted list and a short 4 element sorted list, which algorithm will you use to search the long sorted list for 4 elements.

Amazon,

328

How can you compare a neural network that has one layer, one input and output to a logistic regression model?

Amazon,

294

How do you treat colinearity?

Amazon,

319

How will you deal with unbalanced data where the ratio of negative and positive is huge?

Amazon,

322

What is the difference between Stack and Queue

Amazon,

508

What is the difference between Linkedin and Array

Amazon,

425

You are about to get on a plane to Seattle, you want to know whether you have to bring an umbrella or not. You call three of your random friends and as each one of them if it's raining. The probability that your friend is telling the truth is 2/3 and the probability that they are playing a prank on you by lying is 1/3. If all 3 of them tell that it is raining, then what is the probability that it is actually raining in Seattle.

Facebook,

336

You have been given the data on Facebook user's friending or defriending each other. How will you determine whether a given pair of Facebook users are friends or not?

Facebook,

364

Estimate the number of square feet pizza's eaten in US each year.

Goldman Sachs,

346


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Un-Answered Questions { Data Science }

How regularly must an algorithm be updated?

366


Explain Examples of Data Science?

341


How will you test a machine learning model for accuracy?

319


Explain the differences between univariate, bivariate and multivariate analysis?

305


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.

498


What is a recommender system?

372


What are the various steps involved in an analytics project?

337


How to create survival object in R?

564


Explain the importance of 80/20 rule in model validation?

332


What is missing value imputation?

352


Why is data munging useful?

308


Can you explain the difference between a validation set and a test set?

318


How do I open the terminal in pycharm?

410


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

374


What is the central limit theorem?

370