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Data Science Interview Questions
Questions Answers Views Company eMail

Can you define a/b testing?

329

What cross validation technique would you use on time series data set? Is it k-fold or loocv?

308

Can you explain interpolation and extrapolation?

338

Can you explain difference between data modeling and database design?

364

Explain while working on a data set, how do you select important variables?

351

Explain how can you assess a good logistic model?

323

Define cluster sampling?

339

Explain data munging?

387

Explain root cause analysis?

366

How is true positive rate and recall related?

289

Explain the differences between bivariate and multivariate analysis?

360

Explain interpolation and extrapolation?

330

Explain data wrangling?

349

Define a/b testing?

386

Explain unsupervised learning?

311


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Un-Answered Questions { Data Science }

How can you generate a random number between 1 – 7 with only a die?

590


Explain the benefits of using statistics by data scientists

355


while working on a data set, how can you select important variables? Explain

368


What is cross-validation?

301


How can you measure engagement with given Twitter data?

409


How can you compute an inverse matrix faster by playing with some computation tricks?

336


Which language is best for text analytics? R or python?

328


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

1720


Why we need ggplot?

450


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

314


What exactly does a data scientist do?

368


A test has a true positive rate of 100% and a false-positive rate of 5%. There is a population with a 1/1000 rate of having the condition the test identifies. Considering a positive test, what is the probability of having that condition?

373


There are 8 identical balls and only one of the ball is slightly heavier than the others. You are given a balance scale to find the heavier ball. What is the least number of times you have to use the balance scale to find the heavier ball?

335


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

455


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

347