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 regularization? Can you give some examples of regularization techniques?

105

What is the curse of dimensionality? Can you list some ways to deal with it?

122

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

122

Can you explain the differences between supervised, unsupervised, and reinforcement learning?

109

What is data augmentation? Can you give some examples?

110

What are convolutional networks? Where can we use them?

107

What are the steps for wrangling and cleaning data before applying machine learning algorithms?

Microsoft,

Choose any machine learning algorithm and describe it.

Microsoft,

255

What do you mean by finite automata?

Verifone,

What are different types of Compilers and also define how to convert NFA to DFA?

Tavant Technologies, Verifone,

Why is naïve bayes machine learning algorithm naïve?

152

what’s a fourier transform?

133

What are parametric models? Give an example.

Explain latent dirichlet allocation (lda).

112

Explain the bias-variance tradeoff.

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Un-Answered Questions { AI Machine Learning }

What is bucketing in machine learning?

120

What should I learn before machine learning?

192

What is bias and variance in a Machine Learning model?

249

What is collaborative filtering in machine learning?

162

What is the difference between supervised and unsupervised learning?

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

111

What is the decision tree classification?

126

What is the difference between artificial intelligence and machine learning?

123

How do I become an expert in machine learning?

101

What measure how far the predictions are from the actual values in machine learning?

What is an Incremental Learning algorithm in ensemble?

103

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

Explain the benefit of naive bayes in machine learning?

101

What is the difference between machine learning vs data mining?

163

What is the main difference between a Pandas series and a single-column DataFrame in Python?

119

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