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Practice library

AI, ML and GenAI interview questions

Curated AI, ML and GenAI interview questions. Answer in your own words, then get instant AI feedback.

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565 problems

See how often each question is asked, and which companies asked it.Part of Buncho Pro.Unlock

TitleTopicTypeTimeAsked Companies Level

Not started561.What are the key SLAs and metrics for production AI systems (latency, throughput, availability)?Production AI Engineering · Conceptual · 10 min

Asked %

Companies

Production AI Engineering

Conceptual

10 min

Pro feature

Medium

Not started562.Long context windows keep getting cheaper. When should you use RAG vs putting everything in the context window?RAG and Vector Databases · Conceptual · 11 minAsked %CompaniesRAG and Vector DatabasesConceptual11 minPro featurePro featureHard

Not started563.What is FSDP (Fully Sharded Data Parallel), and how does it differ from DeepSpeed ZeRO?AI Infrastructure and Scalability · Conceptual · 14 minAsked %CompaniesAI Infrastructure and ScalabilityConceptual14 minPro featurePro featureHard

Not started564.How do you improve inference speed in production LLM deployments? (LLM optimization techniques)AI Infrastructure and Scalability · Practical exercise · 14 minAsked %CompaniesAI Infrastructure and ScalabilityPractical exercise14 minPro featurePro featureMedium

Not started565.Build a simple AI agent with tool use (calculator and web search)AI Agents and Tool Calling · Practical exercise · 18 minAsked %CompaniesAI Agents and Tool CallingPractical exercise18 minPro featurePro featureMedium

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