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Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

Why do we convert categorical variables into factor? Which function is used in r to perform the same?

117

How much data will you allocate for your training, validation and test sets?

64

What is machine learning? What is the difference between supervised and unsupervised methods?

330

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

341

What is logistic and linear regression?

348

How is bagging different from boosting?

374

What is an rdbms? Name some examples for rdbms? What is crud?

302

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

328

What is random forests?

348

How do you treat outlier data?

344

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

312

What is linear optimization?

320

How do you use sql in sas, python, r languages?

349

Name some packages in r and python for building regression models.

315

What is f test?

421


Un-Answered Questions { Artificial Intelligence }

What is not represented by using propositional logic? a) Objects b) Relations c) Both a & b d) None of the mentioned

2429


What is the biggest misconception people have about AI?

74


What do you understand by confusion matrix?

360


Design an algorithm to recommend movies to users.

75


Do gradient descent methods always converge to same point?

343


Give a brief introduction to data mining knowledge discovery?

42


what is the difference between extrapolation and interpolation?

357


What are the two classification methods that SVM ( Support Vector Machine) can handle?

81


How can the outlier values be treated?

381


What is 'human-robot interaction'?

906


What is data set in ml?

124


What are some safety challenges associated with autonomous driving?

1116


How do you stay updated with the latest research in Generative AI?

40


Discuss the safety concerns related to self-driving cars.

71


How do classification and regression differ?

117