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?

1 216

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

1 145

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

1 159

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

1 161

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

1 149

What is data augmentation? Can you give some examples?

1 144

What are convolutional networks? Where can we use them?

1 144

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

Airbnb,

1 414

How can you reduce bias in a given data set?

Airbnb,

1 414

How will you impute missing information in a dataset?

Airbnb,

1 397

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

Amazon,

1 408

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,

1 343

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,

1 367

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

Amazon,

1 353

Un-Answered Questions { Artificial Intelligence }

What challenges arise when implementing AI in finance?

110

What is your understanding of the different types of cloud-based machine learning services?

119

Explain the role of GANs (Generative Adversarial Networks) in art creation.

117

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

124

What are the advantages of low-power AI models?

112

Tell me what are the last machine learning papers you've read?

237

How do Generative AI models create synthetic data?

How does human feedback improve AI models?

134

How do low-power AI models work in constrained environments?

121

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

How can you detect bias in AI models?

113

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

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

Explain the risks of adversarial attacks on AI models.

What is the biggest misconception people have about AI?

113

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