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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,

373

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

WalMart,

326

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

WalMart,

346

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,

339

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,

371

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

WalMart,

335

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,

303

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

Uber,

1720

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,

465

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

LinkedIn,

303

What Is An Avl Tree?

Impetus,

316

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

Facebook,

451

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,

426

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

Mu Sigma,

377

Explain about the various time series forecasting technqiues.

Uber,

341


Post New Data Science Questions

Un-Answered Questions { Data Science }

Explain p-value?

371


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

305


Can you define convex hull?

362


Explain about the various time series forecasting technqiues.

341


Can you explain data preparation?

350


Explain Examples of Data Science?

341


Explain OLS in brief?

354


Explain the difference between sas, r and python programming?

327


Will Uber cause city congestion?

421


Explain unsupervised learning?

309


What are independent graphics subsystems?

421


How decision tree algorithm is different from the random forest algorithm?

340


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

309


How to run a pycharm debugging?

422


What is the roc curve?

350