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

Explain what is the difference between inductive machine learning and deductive machine learning?

Which do you think is more important: model accuracy or model performance?

What cross-validation technique would you use on a time series dataset?

110

What do you think of our current data process?

When should you use classification over regression?

What is the “kernel trick” and how is it useful?

119

Explain machine learning in to a layperson?

What's the f1 score? How would you use it?

What are your favorite use cases of machine learning models?

133

An example where ensemble techniques might be useful?

115

What is the difference between a generative and discriminative model?

114

How a roc curve works?

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

How would you handle an imbalanced dataset?

198

How do you handle missing or corrupted data in a dataset?

Un-Answered Questions { AI Machine Learning }

What is supervised versus unsupervised learning?

Please explain the concept of a boltzmann machine.

Why do we convert categorical variables into factor? Which function is used in r to perform the same?

117

Is gpu required for machine learning?

List out some important methods of reducing dimensionality.

What is a class in machine learning?

103

Which library would you prefer for plotting in Python language: Seaborn or Matplotlib or Bokeh?

130

Explain the k-nearest algorithm different from the knn clustering?

What is bias and variance in a Machine Learning model?

249

Mention the difference between Data Mining and Machine learning?

136

Can you explain how do you handle missing or corrupted data in a dataset?

What do you mean by parametric models?

Explain Ensemble learning technique in Machine Learning?

120

What Are The Steps Involved In Machine Learning Project?

103

Why machine learning is popular now?

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