Artificial Intelligence Interview Questions, Answers for Freshers and Experienced asked in various Company Job Interviews

AI Algorithms (74)
AI Natural Language Processing (96)
AI Knowledge Representation Reasoning (12)
AI Robotics (183)

Artificial Intelligence Interview Questions

Questions Answers Views Company eMail

What according to you, is the standard approach to supervised learning?

What do you mean by ensemble learning?

115

What is the meaning of overfitting in machine learning?

100

What do you understand by machine learning?

115

Why overfitting occurs?

111

Differentiate between inductive learning and deductive learning?

105

When does regularization become necessary in machine learning?

208

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

175

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?

Un-Answered Questions { Artificial Intelligence }

What is cross-validation?

297

What strategies can be used to adapt LLMs to a specific use case?

How do you treat multicollinearity and heteroscedasticity in regression?

346

What is more important to you between the performance and accuracy of a model, in machine learning based on tensorflow?

What is matrix element-wise multiplication? Explain with an example.

What is association analysis? Where is it used?

370

What is the difference between classical ai and statistical ai?

1325

How does the bias in training data affect the performance of AI models?

What are the limitations of using AI to fight cybercrime?

How can Generative AI be used for text summarization?

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

111

What is meant by binomial distribution?

454

What is the difference between strong artificial intelligence and weak artificial intelligence?

1016

Why is naive bayes used for text classification?

155

What is a vector database, and how is it used in LLM applications?

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