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

What is your training in machine learning and what types of hands-on experience do you have?

150

Explain what is the difference between inductive machine learning and deductive machine learning?

Which do you think is more important: model accuracy or model performance?

What cross-validation technique would you use on a time series dataset?

110

What do you think of our current data process?

When should you use classification over regression?

What is the “kernel trick” and how is it useful?

119

Explain machine learning in to a layperson?

What's the f1 score? How would you use it?

What are your favorite use cases of machine learning models?

133

An example where ensemble techniques might be useful?

115

What is the difference between a generative and discriminative model?

114

How a roc curve works?

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

How would you handle an imbalanced dataset?

198

Un-Answered Questions { Artificial Intelligence }

What is agent in artificial intelligence?

997

What difference do you find in type1 and type 2 errors?

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

392

What are support vector machines?

198

What is meant by Random Forest Classifier?

306

Explain the steps in making a decision tree.

134

Which is the best suitable language among python and r for text analytics?

343

Discuss how AI is used to identify vulnerabilities.

What is the difference between supervised learning an unsupervised learning?

348

Explain the importance of inclusive design in reducing AI bias.

What is data set in ml?

124

Why is dimensional reduction performed before fitting a support vector machine (svm)?

366

Define a hash table?

What do you understand by algorithm independent machine learning?

How are the k-nearest neigh-bors (knn) algorithms different from k-means clustering?

970

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