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 supervised machine learning?

How was bayes’ theorem useful in a machine learning context?

What are the various aspects of a machine learning process?

You are given a dataset where the number of variables (p) is greater than the number of observations (n) (p>n). Which is the best technique to use and why ?

Differentiate between inductive and deductive machine learning?

What are some common unsupervised tasks other than clustering?

100

How will you set the threshold for credit card fraud detection model?

157

What is the difference between a.i. And machine learning, and has a.i. Been oversold for decades because of sci-fi?

What are the similarities & difference between machine learning and human learning?

How is machine learning used in the movement?

161

What are the three stages to build any model in machine learning?

100

“People who bought this, also bought….” Recommendations on amazon are a result of which machine learning algorithm?

154

Can you name some popular machine learning algorithms?

What is false positive and false negative in terms of machine learning?

How will you explain machine learning to a layperson in an easily comprehensible manner?

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Un-Answered Questions { AI Machine Learning }

What is regularization? Can you give some examples of regularization techniques?

105

Choose any machine learning algorithm and describe it.

255

Tell me what is the difference between bias and variance?

114

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

138

What is the difference between an array and Linked list in Machine learning?

121

Explain the bias-variance tradeoff.

What should I learn before machine learning?

192

How can you handle duplicate values in a dataset for a variable in Python?

236

What are the common ways to handle missing data in a dataset?

111

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

162

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

What is an imbalanced dataset? Can you list some ways to deal with it?

122

What is a checkpoint in machine learning?

112

What is the difference between probability and likelihood?

164

Tell me what is the most frequent metric to assess model accuracy for classification problems?

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