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Artificial Intelligence Interview Questions
Questions Answers Views Company eMail

What is the difference between inductive and deductive learning?

148

How is KNN different from K-means clustering?

126

What is ROC curve and what does it represent?

108

What’s the difference between Type I and Type II error?

153

Is it better to have too many false positives or too many false negatives? Explain.

78

Which is more important to you – model accuracy or model performance?

79

What is the difference between Gini Impurity and Entropy in a Decision Tree?

229

What is the difference between Entropy and Information Gain?

134

What is Overfitting? And how do you ensure you’re not overfitting with a model?

105

Explain Ensemble learning technique in Machine Learning?

120

What is bagging and boosting in Machine Learning?

180

What is bagging in Machine Learning?

103

What is boosting in Machine Learning?

92

How would you screen for outliers and what should you do if you find one?

111

What are collinearity and multicollinearity?

118


Un-Answered Questions { Artificial Intelligence }

Is 8gb ram enough?

1


How artificial neural networks can be applied in future?

1154


Which machine learning algorithm will you use to solve a Uber driver accepting request?

365


What is the variance?

848


Is it possible to perform logistic regression with Microsoft Excel?

384


What are some potential challenges and limitations of using AI in healthcare?

65


Explain the risks of adversarial attacks on AI models.

1


How can AI companies address societal fears about automation?

1


Which are necessary for an agent to solve an online search problem? a) Actions b) Step-cost function c) Goal-test d) All of the mentioned

2184


What are the challenges in defining ethical guidelines for AI?

1


A certain couple tells you that they have two children, at least one of which is a girl. What is the probability that they have two girls?

419


What are the roles in ai careers?

1063


How can you implement speech recognition in Tensorflow ?

5


Can you explain the concept of autonomous decision-making and its implications for AI?

68


What is the role of activation functions in a Neural Network?

1217