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Data Science Interview Questions
Questions Answers Views Company eMail

Create a program in a language of your choice to read a text file with various tweets. The output should be 2 text files-one that contains the list of all unique words among all tweets along with the count for repeated words and the second file should contain the medium number of unique words for all tweets.

Insight,

368

What do you understand by parametric and non-parametric methods? Explain with examples.

WalMart,

319

State some use cases where Hadoop MapReduce works well and where it does not.

WalMart,

336

You can roll a dice three times. You will be given $X where X is the highest roll you get. You can choose to stop rolling at any time (example, if you roll a 6 on the first roll, you can stop). What is your expected pay-out?

Facebook,

328

You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?

Facebook,

359

How will you fix multi-colinearity in a regression model?

WalMart,

322

What are the metrics you will use to track if Uber's paid advertising strategies to acquire customers work? How will you figure out the acceptable cost of customer acquisition?

Uber,

297

How will you design the heatmap for Uber drivers to provide recommendation on where to wait for passengers? How would you approach this?

Uber,

1714

Case Study based questions - Cars are implanted with speed tracker so that the insurance companies can track about our driving state. Based on this new scheme what kind of business questions can be answered?

Mu Sigma,

457

How will you find the second largest element in a Binary Search tree ?

LinkedIn,

290

What Is An Avl Tree?

Impetus,

308

Which technique will you use to compare the performance of two back-end engines that generate automatic friend recommendations on Facebook?

Facebook,

447

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.

Facebook,

411

How would you add value to the company through your projects?

Mu Sigma,

372

Explain about the various time series forecasting technqiues.

Uber,

337


Post New Data Science Questions

Un-Answered Questions { Data Science }

Can you explain eigenvalue and eigenvector?

337


Can you define data discretization?

264


How do you use lambda in python?

355


Explain Examples of Data Science?

337


why is data cleaning important for analysis?

362


Which technique is used to predict categorical responses?

431


What are eigenvalue and eigenvector?

348


What do you understand by Ordinary Least Squares Linear Regression?

313


How are confidence intervals constructed and how will you interpret them?

307


What is the role of activation function?

494


Is macbook good for data science?

329


You own a clothing enterprise and want to improve your place in the market. How will you do it from the ground level ?

303


When do you need to update the algorithm in data science?

323


Can you cite some examples where both false positive and false negatives are equally important?

394


How do you handle missing values in python or r?

309