Overview of the AWS Certified Generative AI Developer - Professional AIP-C01 Exam
The AWS Certified Generative AI Developer - Professional exam targets senior developers and machine learning engineers tasked with architecting, deploying, and optimizing generative AI applications on AWS. Candidates must demonstrate proficiency in implementing Large Language Models using Amazon Bedrock, SageMaker, and AWS Trainium. Technical requirements include orchestrating retrieval-augmented generation (RAG) pipelines, managing vector databases like Amazon OpenSearch Serverless, and fine-tuning models via Amazon SageMaker JumpStart. Expertise encompasses evaluating model performance using Bedrock Model Evaluation, implementing guardrails for responsible AI, and integrating foundation models with LangChain and LlamaIndex. Successful candidates architect scalable inference workloads, manage prompt engineering lifecycles, and optimize latency through advanced caching and quantization strategies.