Artificial Intelligence Interview Questions, Answers for Freshers and Experienced asked in various Company Job Interviews

AI Algorithms (74)
AI Natural Language Processing (96)
AI Knowledge Representation Reasoning (12)
AI Robotics (183)

Artificial Intelligence Interview Questions

Questions Answers Views Company eMail

How do you handle missing or corrupted data in a dataset?

What evaluation approaches would you work to gauge the effectiveness of a machine learning model?

What are the last machine learning papers you've read?

108

Explain what is deep learning, and how does it contrast with other machine learning algorithms?

What is deep learning, and how does it contrast with other machine learning algorithms?

Explain the difference between bias and variance?

Define a fourier transform?

Explain how is knn different from k-means clustering?

114

How would you use f1 score?

How is bayes' theorem useful in a machine learning context?

Explain the difference between type I and type ii error?

Define kernel svm?

How would you use fl score?

Explain how do classification and regression differ?

149

Explain how do you ensure you're not overfitting with a model?

111

Un-Answered Questions { Artificial Intelligence }

How can you reduce bias in a given data set?

326

Explain the grid-based method?

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

302

What is Explainable AI (XAI)?

What is naive bayes used for?

I am an it student.I need answer for the question " why do you want to work in non it sector?"

1855

Can you name some popular machine learning algorithms?

Which method is used to search better by learning? a) Best-first search b) Depth-first search c) Metalevel state space d) None of the mentioned

3885

Which depends on the percepts and actions available to the agent? a) Agent b) Sensor c) Design problem d) None of the mentioned

4018

Explain Principal Component Analysis (PCA)?

137

Which kind of agent architecture should an agent an use? a) Relaxed b) Logic c) Relational d) All of the mentioned

1419

Discuss the role of AI in assessing student performance.

What is a recommender system?

339

What are annotations used for?

819

What is the job of a data scientist?

317

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