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AWS BEDROCK Interview Questions

AWS BEDROCK Interview Questions

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Curriculum

Topic

  • 01 - What is Amazon Bedrock2:07
  • 02 - How is Bedrock different from Amazon SageMaker1:53
  • 03 - What is a foundation model (FM)1:49
  • 04 - What are the main features Bedrock offers beyond raw model access1:52
  • 05 - Why is Bedrock described as serverless, and what does that mean for developers1:53
  • 06 - What is the difference between the Invoke Model API and the Converse API1:53
  • 07 - What providers and model types are available in Bedrock1:51
  • 08 - How do you choose between foundation models for a given use case (e.g., Titan, Claude, Llama)1:57
  • 09 - Explain on-demand, provisioned throughput, and batch inference. When would you choose each1:54
  • 10 - Why must fine-tuned custom models use provisioned throughput1:48
  • 11 - What is prompt caching and why does it matter for cost1:50
  • 12 - What are tokens, and why does token count drive both cost and behavior1:53
  • 13 - What is a context window, and what failure happens when you exceed it2:02
  • 14 - What is the difference between prompt engineering, RAG, and fine-tuning as ways to adapt a model2:05
  • 15 - You're getting Throttling Exception errors at peak traffic. How do you diagnose and resolve it1:56
  • 16 - What is Retrieval-Augmented Generation (RAG) and why use it1:42
  • 17 - What are Bedrock Knowledge Bases1:49
  • 18 - What is the Retrieve and Generate API, and how does it simplify RAG2:14
  • 19 - What is chunking, and why does chunk strategy matter for RAG quality2:00
  • 20 - What role do embeddings and a vector store play in a Knowledge Base2:21
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