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Data Science Interview Questions
Questions Answers Views Company eMail

What are the major skills data scientist need?

271

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

377

Can you explain cross-validation?

256

Can you explain data cleansing?

291

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

296

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

303

Can you explain supervised learning?

275

How do you understand by bias variance trade off?

279

Can you explain data munging or data wrangling?

280

What is difference between sas, r and python programming?

321

Can you define feature vector?

270

What is data scientist?

320

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

269

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

270

Can you define data discretization?

232


Post New Data Science Questions

Un-Answered Questions { Data Science }

Explain types of statistical data?

283


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

273


Explain the importance of 80/20 rule in model validation?

304


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?

490


Which machine learning algorithm will you use to solve a Uber driver accepting request?

331


Explain difference between binomial and Poisson distribution?

285


What are disadvantages of bootstrap development?

325


What prior subject is required to become data analyst?

306


What do you mean by word data science?

361


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

259


What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression?

262


You are at a Casino. You have two dices to play with. You win $10 every time you roll a 5. If you play till you win and then stop, what is the expected pay-out?

322


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

346


What do you understand by linear regression and logistic regression?

343


Explain the difference between an analyst and a data scientist?

276