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

Artificial Intelligence Interview Questions

Questions Answers Views Company eMail

How do you prevent overfitting during fine-tuning?

What are some real-world applications of Generative AI?

What metrics do you use to evaluate the performance of a fine-tuned model?

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

How do you optimize LLMs for low-latency applications?

What challenges arise when scaling LLMs for large-scale usage?

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

What is the role of containerization and orchestration in deploying LLMs?

What metrics are used to evaluate the quality of generative outputs?

How do you measure diversity and coherence in text generated by LLMs?

What is perplexity, and how does it relate to LLM performance?

How do you evaluate the impact of model updates on downstream applications?

How do foundation models support Generative AI systems?

What techniques can improve inference speed for LLMs?

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

Un-Answered Questions { Artificial Intelligence }

How does AI assist in drug discovery processes?

Can you explain the concept of feature injection and its role in LLM workflows?

642

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

364

What is the heuristic function of greedy best-first search? a) f(n) != h(n) b) f(n) < h(n) c) f(n) = h(n) d) f(n) > h(n)

1560

Can you explain the concept of generative adversarial networks (GANs) and their implications for AI?

How do you select the right model architecture for a specific Generative AI application?

What do you mean by partitioning method?

What is placeholders in tensorflow ?

What are common uses and/or applications for ai1? What is artificial intelligence?

940

When does regularization become necessary in machine learning?

208

What evaluation approaches would you work to gauge the effectiveness of a machine learning model?

What is an important feature of model capacity?

What is informed (heuristic) search strategies algorithm?

925

What is the difference between inductive machine learning and deductive machine learning?

146

What is Genetic Programming?

111

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