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Data Science Interview Questions
Questions Answers Views Company eMail

Can you define a/b testing?

280

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

283

Can you explain interpolation and extrapolation?

286

Can you explain difference between data modeling and database design?

319

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

322

Explain how can you assess a good logistic model?

274

Define cluster sampling?

293

Explain data munging?

338

Explain root cause analysis?

309

How is true positive rate and recall related?

255

Explain the differences between bivariate and multivariate analysis?

298

Explain interpolation and extrapolation?

270

Explain data wrangling?

313

Define a/b testing?

336

Explain unsupervised learning?

272


Post New Data Science Questions

Un-Answered Questions { Data Science }

What are disadvantages of bootstrap development?

329


Can you explain cross-validation?

260


How do data management procedures like missing data handling make selection bias worse?

451


What are various steps involved in an analytics project?

288


If we added one rider to the current SF market, how would that affect the existing riders and drivers?

351


What prior subject is required to become a data analyst?

290


Explain the difference between univariate, bivariate and multivariate analysis?

262


What is the goal of the clustering?

291


Why is data munging useful?

264


What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?

263


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

283


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

305


What is column storage? What is a document database?

350


What motivates you to transition from academia to data science?

285


What is difference between sas, r and python programming?

324