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Data Science Interview Questions
Questions Answers Views Company eMail

Define convex hull?

283

Write the formula to calculate r-square?

309

Explain k-mean?

262

Explain recommender system?

280

Explain the two main components of the hadoop framework?

304

Define analytics?

271

Explain the difference between data modeling and database design?

277

Define data reduction?

240

Explain data munging or data wrangling?

246

Define linear regression?

278

Define feature vector?

333

Explain the difference between sas, r and python programming?

285

Explain data cleansing?

280

Explain the differences between univariate, bivariate and multivariate analysis?

268

Explain the difference between bayesian estimate and maximum likelihood estimation (mle)?

289


Post New Data Science Questions

Un-Answered Questions { Data Science }

What is a recall?

306


Define standard deviation, mean, mode and median.

381


How will you deal with unbalanced data where the ratio of negative and positive is huge?

287


Can you explain data munging or data wrangling?

277


Treating a categorical variable as a continuous variable would result in a better predictive model?

296


If you had to choose between the programming languages r and python, which one would you use for text analytics?

352


What is market basket analysis? How would you do it in r and python?

268


Explain how to define the number of clusters in a clustering algorithm?

359


What is meant by Random Forest Classifier?

259


What is collaborative filtering?

282


Explain types of clustering algorithm?

268


What is random forests and how is it different from decision trees?

255


How can you decide if one algorithm is better than the other?

409


What is linear optimization? Where is it used?

291


Do gradient descent methods always converge to same point?

306