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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?

1 177

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

1 123

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

1 406

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

1 388

What is logistic and linear regression?

1 408

How is bagging different from boosting?

1 442

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

1 373

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

1 395

What is random forests?

1 405

How do you treat outlier data?

1 401

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

1 382

What is linear optimization?

1 384

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

1 408

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

1 393

What is f test?

1 495


Un-Answered Questions { Artificial Intelligence }

What tools do you use for managing Generative AI workflows?

84


What ethical concerns arise when AI models are treated as "black boxes"?

36


How is AI used in procedural content generation?

133


Is this artificial intelligence lives over the other software programs and their flexibility?

957


What are pretrained models, and how do they work?

77


What are Large Language Models (LLMs), and how do they relate to foundation models?

109


What techniques can improve the explainability of AI models?

38


What are the hardware constraints to consider when developing Edge AI applications?

179


What is your understanding of the different types of cloud-based machine learning services?

128


Can you describe the importance of model interpretability in Explainable AI?

146


What techniques can be used to make AI models more fair?

128


What are the advantages of low-power AI models?

120


How do you ensure that your models are fair and unbiased?

132


How do you measure fairness in an AI model?

39


Explain the concept of adversarial attacks and how to protect AI models from them.

130