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AI Machine Learning Interview Questions
Questions Answers Views Company eMail

What is your opinion on our current data process?

84

What is your favorite use case for machine learning models?

71

Is rotation necessary in PCA?

166

What happens if the components are not rotated in PCA?

96

Explain why Navie Bayes is so Naive?

68

How Recall and True positive rate are related?

73

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

176

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

152

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

132

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

94

Difference between Classification and Regression?

308

What Are The Steps Involved In Machine Learning Project?

101

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

108

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

136

Why do ensembles typically have higher scores than individual models?

174


Post New AI Machine Learning Questions

Un-Answered Questions { AI Machine Learning }

What are support vector machines?

192


Do you know which is more important to you– model accuracy, or model performance?

88


How do I become a machine learning scientist?

103


Why is naïve bayes machine learning algorithm naïve?

150


What’s the difference between a generative and discriminative model?

104


What do you mean by parametric models?

85


Why is naive bayes used for text classification?

149


What is a recommendation system?

127


When should one use mean absolute error over root mean square error as a performance measure for regression problems?

154


What is the difference between heuristic for rule learning and heuristics for decision

152


What are the most common types of machine learning task?

80


In what areas Pattern Recognition is used?

85


What is the classifier in machine learning?

92


What are convolutional networks? Where can we use them?

101


Explain how do you think google is training data for self-driving cars?

151