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Data Science Interview Questions
Questions Answers Views Company eMail

What is market basket analysis?

319

What is the central limit theorem?

328

What is linear optimization? Where is it used?

291

What is logistic and linear regression? How do you treat multicollinearity and heteroscedasticity in regression? Name some packages in r and python for building regression models.

268

What is cart and chaid? How is bagging different from boosting?

271

How is a normal distribution different from chi square distribution?

301

What is an outlier?

256

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

256

What is cart and chaid?

273

Define a sql query?

288

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

317

What are apis used for?

331

Which package is used to do data import in r and python?

290

What is the central limit theorem? How is a normal distribution different from chi square distribution?

292

What is missing value imputation? How do you handle missing values in python or r?

311


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Un-Answered Questions { Data Science }

What makes scientific data?

316


Which one you prefer R or Python for text analytics?

361


Can you define convex hull?

314


Explain Data Science Vs Machine Learning?

302


How can you compare a neural network that has one layer, one input and output to a logistic regression model?

256


Define standard deviation, mean, mode and median.

381


What is k-means? How can you select k for k-means?

298


What do you understand by l1 and l2 regularization methods?

274


What is the difference between an iterator, generator and list comprehension in Python?

314


What is logistic and linear regression?

294


Explain the two main components of the hadoop framework?

304


Count the total number of trees in United States.

286


What does a data scientist do?

351


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

296


Write the code to sort an array in numpy by the nth column?

298