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 the meaning of overfitting in machine learning?

What do you understand by machine learning?

107

Why overfitting occurs?

102

Differentiate between inductive learning and deductive learning?

101

When does regularization become necessary in machine learning?

200

What are the five popular algorithms we use in machine learning?

167

What are the functions of unsupervised learning?

What do you understand by decision tree in machine learning?

What is regularization? What kind of problems does regularization solve?

What do you understand by underfitting?

Why do we need to convert categorical variables into factor? Which functions are used to perform the conversion?

What are the similarities and differences between bagging and boosting in machine learning?

What do you understand by the f1 score?

What do you understand by cluster sampling?

What are the necessary steps involved in machine learning project?

170

Un-Answered Questions { AI Machine Learning }

What is a checkpoint in machine learning?

101

How will you explain machine learning into a layperson?

What is your opinion on our current data process?

How does deductive and inductive machine learning differ?

120

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

What are the two main components of the hadoop framework?

What do you understand by underfitting?

What do you mean by ensemble learning?

111

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

Is rotation necessary in PCA?

165

Tell us what kind of problems does regularization solve?

What is feature scaling?

If a highly positively skewed variable has missing values and we replace them with mean, do we underestimate or overestimate the values?

161

What is the classification model in machine learning?

246

What are the five popular algorithms we use in machine learning?

167

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