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

Why do ensembles typically have higher scores than individual models?

180

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 will you do if removing missing values from a dataset cause bias?

Airbnb,

364

How can you reduce bias in a given data set?

Airbnb,

362

How will you impute missing information in a dataset?

Airbnb,

349

Estimate the probability of a disease in a particular city given that the probability of the disease on a national level is low.

Amazon,

347

How will inspect missing data and when are they important for your analysis?

Amazon,

387

How will you decide whether a customer will buy a product today or not given the income of the customer, location where the customer lives, profession and gender? Define a machine learning algorithm for this.

Amazon,

292

From a long sorted list and a short 4 element sorted list, which algorithm will you use to search the long sorted list for 4 elements.

Amazon,

329

How can you compare a neural network that has one layer, one input and output to a logistic regression model?

Amazon,

294

Un-Answered Questions { Artificial Intelligence }

What language does google use for machine learning?

What Are The Three Stages To Build The Model In Machine Learning?

251

What factors should be considered when selecting a data platform for Generative AI?

Explain the importance of 80/20 rule in model validation?

332

Explain the difference between Supervised and Unsupervised Learning through examples.

378

Explain how to write a table to a file?

383

Are there any practical applications of Quantum AI today?

You are given two tables- friend_request and request_accepted. Friend_request contains requester_id, time and sent_to_id and request_accepted table contains time, acceptor_id and requestor_id. How will you determine the overall acceptance rate of requests?

350

What is the central limit theorem?

371

How can you optimize AI models for edge deployment?

106

What are the most exciting and concerning aspects of AI development?

What is the role of AI in autonomous vehicles?

How do I open the terminal in pycharm?

416

What value do you optimize when using a support vector machine (SVM)?

114

Which laptop is best for data analysis?

357

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