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?

1 187

What is regularization? Can you give some examples of regularization techniques?

1 119

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

1 135

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

1 134

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

1 118

What is data augmentation? Can you give some examples?

1 118

What are convolutional networks? Where can we use them?

1 125

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

Airbnb,

1 412

How can you reduce bias in a given data set?

Airbnb,

1 414

How will you impute missing information in a dataset?

Airbnb,

1 395

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

Amazon,

1 402

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

Amazon,

1 426

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,

1 339

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,

1 365

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

Amazon,

1 349

Un-Answered Questions { Artificial Intelligence }

What are pretrained models, and how do they work?

How does AI intersect with human bias and societal inequities?

Explain the difference between supervised, unsupervised, and reinforcement learning.

What are the risks of using open-source Generative AI models?

Tell us do you have research experience in machine learning?

155

Discuss how AI is used to identify vulnerabilities.

Can AI systems ever be completely free of bias? Why or why not?

How do you integrate Generative AI models with existing enterprise systems?

What are the limitations of AI in cybersecurity?

127

How does a cloud data platform help in managing Gen AI projects?

How does human feedback improve AI models?

113

How do you ensure compatibility between Generative AI models and other AI systems?

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

What challenges do organizations face in implementing fairness in AI models?

How do you identify and mitigate bias in Generative AI models?

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