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Data Science Interview Questions
Questions Answers Views Company eMail

What are the major skills data scientist need?

275

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

383

Can you explain cross-validation?

260

Can you explain data cleansing?

294

What is the difference between an analyst and a data scientist?

298

What do you understand by type I vs type ii error?

309

Can you explain supervised learning?

279

How do you understand by bias variance trade off?

281

Can you explain data munging or data wrangling?

284

What is difference between sas, r and python programming?

324

Can you define feature vector?

274

What is data scientist?

324

What is the advantage of performing dimensionality reduction before fitting an svm?

271

How is true positive rate and recall related? Write the equation.

274

Can you define data discretization?

234


Post New Data Science Questions

Un-Answered Questions { Data Science }

Name some kinds of graphs and explain how you would build them in python or r.

275


Name Methods to Calculate Distance Measure?

338


What approach will you follow to develop the love,like, sad feature on Facebook?

343


What do you understand by statistical power of sensitivity and how do you calculate it?

292


What is a/b testing in data science?

320


What is an api?

322


What is market basket analysis?

328


what is the difference between extrapolation and interpolation?

310


Define the term cross-validation

282


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

295


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

316


What is the difference between kmeans clustering and hierarchical clustering?

379


What is difference between sas, r and python programming?

324


How will you test that there is increased probability of a user to stay active after 6 months given that a user has more friends now?

492


Can you use machine learning for time series analysis?

297