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Data Science Interview Questions
Questions Answers Views Company eMail

What is the degree of freedom for lasso?

Adobe,

321

What are Type 1 and Type 2 errors ?

Citi Bank,

302

You are creating a report for user content uploads every month and observe a sudden increase in the number of upload for the month of November. The increase in uploads is particularly in image uploads. What do you think will be the cause for this and how will you test this sudden spike?

359

What are the factors used to produce "People You May Know" data product on LinkedIn?

LinkedIn,

274

You have a bag with 6 marbles. One marble is white. You reach the bag 100 times. After taking out a marble, it is placed back in the bag. What is the probability of drawing a white marble at least once?

Microsoft,

277

How will you handle missing data ?

IBM,

406

Check whether a given integer is a palindrome or not without converting it to a string.

Adobe,

348

Suppose that American Express has 1 million card members along with their transaction details. They also have 10,000 restaurants and 1000 food coupons. Suggest a method which can be used to pass the food coupons to users given that some users have already received the food coupons so far.

American Express,

298

You are given a training dataset of users that contain their demographic details, the pages on Facebook they have liked so far and results of psychology test based on their personality i.e. their openness to like FB pages or not. How will you predict the age, gender and other demographics of unseen data?

American Express,

300

Do you have some knowledge of R - analyse a given dataset in R?

Airbnb,

293

What will be your expected earnings with the two roll strategy?

465

Burn two ropes, one needs 60 minutes of time to burn and the other needs 30 minutes of time. How will you achieve this in 45 minutes of time ?

Citi Bank,

303

How can you build and test a metric to compare ranked list of TV shows or Movies for two Netflix users?

526

How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?

Apple,

401

How can you solve a problem that has no solution?

282


Post New Data Science Questions

Un-Answered Questions { Data Science }

How will you impute missing information in a dataset?

310


What is machine learning and how can it be used for time series analysis?

268


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

316


What is the difference between “long” and “wide” format data?

295


What is column storage? What is a document database?

350


What are interpolation and extrapolation?

306


What is data science? How would you say it is similar or different to business analytics and business intelligence?

299


What is the difference between skewed and uniform distribution?

309


What is the job of analytics?

321


What is meant by binomial distribution?

403


Name some packages in r and python for building regression models.

288


What are the various types of selection bias?

319


How do data scientists use statistics?

295


What is a data science job?

390


How does data cleaning plays a vital role in the analysis?

350