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Ai Ml Interview Questions · IT Interview Practice
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#Ai Ml
#Ai Ml
30 questions
What is the difference between AI, machine learning, and deep learning?
AI Engineering
#ai-ml
Junior
›
What are the main types of machine learning?
AI Engineering
#ai-ml
Junior
›
What is a Large Language Model (LLM)?
AI Engineering
#ai-ml
Junior
›
What are neural networks?
AI Engineering
#ai-ml
Junior
›
What is the difference between training and inference?
AI Engineering
#ai-ml
Junior
›
What is generative AI?
AI Engineering
#ai-ml
Junior
›
What are common use cases for AI and machine learning?
AI Engineering
#ai-ml
Junior
›
What is prompt engineering?
AI Engineering
#ai-ml
Junior
›
How does AI/ML differ from traditional programming?
AI Engineering
#ai-ml
Junior
›
How can developers use AI in their work?
AI Engineering
#ai-ml
Junior
›
How does supervised learning work in detail?
AI Engineering
#ai-ml
Middle
›
What are overfitting and underfitting?
AI Engineering
#ai-ml
Middle
›
What are embeddings in AI?
AI Engineering
#ai-ml
Middle
›
What is the transformer architecture?
AI Engineering
#ai-ml
Middle
›
What is Retrieval-Augmented Generation (RAG)?
AI Engineering
#ai-ml
Middle
›
How do you integrate AI into applications using APIs?
AI Engineering
#ai-ml
Middle
›
What is fine-tuning and when do you use it?
AI Engineering
#ai-ml
Middle
›
How do you evaluate machine learning models?
AI Engineering
#ai-ml
Middle
›
Why is data quality and quantity important in ML?
AI Engineering
#ai-ml
Middle
›
What is bias in AI and why is it a concern?
AI Engineering
#ai-ml
Middle
›
What are the limitations of LLMs and how do you handle them?
AI Engineering
#ai-ml
Senior
›
What are vector databases and why are they important for AI?
AI Engineering
#ai-ml
Senior
›
What are AI agents?
AI Engineering
#ai-ml
Senior
›
How do you design AI-powered applications?
AI Engineering
#ai-ml
Senior
›
What is responsible AI and why does it matter?
AI Engineering
#ai-ml
Senior
›
What is MLOps and the ML lifecycle?
AI Engineering
#ai-ml
Senior
›
How does unsupervised learning work?
AI Engineering
#ai-ml
Middle
›
What are the main types of neural networks (CNN, RNN, transformers)?
AI Engineering
#ai-ml
Middle
›
What are tokens and context windows in LLMs?
AI Engineering
#ai-ml
Senior
›
What are advanced prompting techniques?
AI Engineering
#ai-ml
Senior
›