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

How do you treat colinearity?

Amazon,

1 361

How will you deal with unbalanced data where the ratio of negative and positive is huge?

Amazon,

1 368

What is the difference between Stack and Queue

Amazon,

1 570

What is the difference between Linkedin and Array

Amazon,

1 478

You are about to get on a plane to Seattle, you want to know whether you have to bring an umbrella or not. You call three of your random friends and as each one of them if it's raining. The probability that your friend is telling the truth is 2/3 and the probability that they are playing a prank on you by lying is 1/3. If all 3 of them tell that it is raining, then what is the probability that it is actually raining in Seattle.

Facebook,

1 382

You have been given the data on Facebook user's friending or defriending each other. How will you determine whether a given pair of Facebook users are friends or not?

Facebook,

1 420

Estimate the number of square feet pizza's eaten in US each year.

Goldman Sachs,

1 404

Explain about string parsing in R language

Google,

1 396

A disc is spinning on a spindle and you don't know the direction in which way the disc is spinning. You are provided with a set of pins.How will you use the pins to describe in which way the disc is spinning?

Google,

1 498

Describe the data analysis process.

Google,

1 460

How will you cut a circular cake into 8 equal pieces?

Google,

1 370

Define an algorithm to discover when a person is starting to search for new job.

LinkedIn,

1 406

How will you prove that the square root of 2 is irrational?

Goldman Sachs,

1 365

Explain principal components analysis with equations.

Uber,

1 417

How will you compare the results of various machine learning algorithms?

Uber,

1 417

Un-Answered Questions { Artificial Intelligence }

What are the advantages of running AI models on IoT devices?

What are some open problems you find interesting?

What are the best practices for deploying Generative AI models in production?

Can you explain how AI is used in predictive maintenance for industrial equipment?

What are the limitations of AI in cybersecurity?

127

How is AI used in procedural content generation?

102

What frameworks can you use for ethical AI development?

What is in-processing bias mitigation, and how does it work?

How can preprocessing techniques reduce bias in datasets?

What techniques can be used to make AI models more fair?

Discuss the ethical challenges of using AI in healthcare.

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

114

How do you measure fairness in an AI model?

What is model interpretability, and why is it important?

107

How do societal biases get reflected in AI models?

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