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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,

337

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

WalMart,

288

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

WalMart,

316

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,

296

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,

327

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

WalMart,

285

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,

273

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

Uber,

1682

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,

435

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

LinkedIn,

268

What Is An Avl Tree?

Impetus,

278

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

Facebook,

416

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,

380

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

Mu Sigma,

352

Explain about the various time series forecasting technqiues.

Uber,

298


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Un-Answered Questions { Data Science }

Do you prefer python or r for text analytics?

281


Why L1 regularizations causes parameter sparsity whereas L2 regularization does not?

371


How will you design a recommendation engine for jobs?

319


How can the outlier values be treated?

339


What will be the output of runif (7)?

285


What is a z test?

315


What is the differences between univariate, bivariate and multivariate analysis?

325


How often should an algorithm be updated?

284


What is cluster sampling?

383


What are the major skills data scientist need?

275


Why is Python used in data science?

316


Explain the structure of artificial neural networks?

378


What is skewed distribution & uniform distribution?

298


In k-means or knn, we use euclidean distance to calculate the distance between nearest neighbors. Why not manhattan distance?

381


How regularly must an algorithm be updated?

328