AI Machine Learning Interview Questions, Answers for Freshers and Experienced asked in various Company Job Interviews

AI Machine Learning Interview Questions

Questions Answers Views Company eMail

What is your opinion on our current data process?

What is your favorite use case for machine learning models?

Is rotation necessary in PCA?

172

What happens if the components are not rotated in PCA?

100

Explain why Navie Bayes is so Naive?

How Recall and True positive rate are related?

Assume that you are working on a data set, explain how would you select important variables?

182

How to handle missing data in a dataset in Machine Learning?

160

What do you mean by Overfitting? How to avoid this?

138

What do you mean by Inductive Logic Programming (ILP)?

104

Difference between Classification and Regression?

318

What Are The Steps Involved In Machine Learning Project?

103

Why do we need a validation set and test set? What is the difference between them?

112

What is stratified cross-validation and when should we use it?

147

Why do ensembles typically have higher scores than individual models?

180

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Un-Answered Questions { AI Machine Learning }

What is Rectified Linear Unit (ReLU) in Machine learning?

126

How is machine learning used in day-to-day life?

What value do you optimize when using a support vector machine (SVM)?

114

Why is harmonic mean used to calculate f1 score and not the arithmetic mean?

109

What according to you, is the standard approach to supervised learning?

What are the recommended systems?

127

Explain the 3 types of ai?

126

What are neural networks and where do they find their application in ML? Elaborate.

106

Why is bayes theorem important?

What sentiment analysis?

What do you understand by decision tree classification?

What according to you, is more important between model accuracy and model performance?

170

What is regression in machine learning with example?

Can you explain the differences between supervised, unsupervised, and reinforcement learning?

109

What is backpropagation in machine learning?

162

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