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 ensure that your LLM generates contextually accurate and meaningful outputs?

What is prompt engineering, and why is it important for Generative AI models?

How do you design prompts for generating specific outputs?

What are some best practices for crafting effective prompts?

How do few-shot and zero-shot learning influence prompt engineering?

Can you explain the difference between discriminative and generative models?

Can you provide examples of how to structure prompts for a given use case?

Why is data quality critical in Generative AI projects?

How do you prepare and clean data for training a generative model?

What techniques are used for handling noisy or incomplete data?

Explain the importance of tokenization in LLMs.

What is the role of vector embeddings in Generative AI?

What are the benefits and challenges of fine-tuning a pre-trained model?

How do you decide whether to fine-tune or train a model from scratch?

What is reinforcement learning with human feedback (RLHF), and how is it applied?

Un-Answered Questions { Artificial Intelligence }

What is an olap?

What are cases and variables?

1241

Explain principal components analysis with equations.

363

How do you deal with ambiguity in requirements when developing AI applications?

State the difference between a validation set and a test set?

348

What are some potential challenges and limitations of using AI in healthcare?

Now companies are heavily investing their money and time to make the dashboards. Why?

315

Given a dataset, what are the first steps you would take?

Differentiate between statistics and ML?

145

Give an example of an O (n) algorithm and O (n*n) algorithm such that the algorithm is slower.

1006

Comparision between Machine Learning and Big Data?

123

Explain the difference between a validation set and a test set?

331

Can tensorflow be deployed in container software?

Why classification is important in machine learning?

106

What are the advantages of fuzzy logic systems?

1039

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