Overview
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Explore a comprehensive AWS re:Invent 2024 conference session focused on deploying end-to-end generative AI applications using enterprise data assets. Master the Retrieval Augmented Generation (RAG) process while learning how these concepts extend to various methods of customizing generative AI solutions. Dive into best practice architectures leveraging AWS database services including Amazon Aurora, OpenSearch Service, and MemoryDB, alongside data processing tools like AWS Glue and streaming capabilities with Amazon Kinesis. Examine essential data lake concepts, governance frameworks, and data quality principles, while discovering how Amazon Bedrock Knowledge Bases and Agents seamlessly integrate these components into cohesive solutions. Gain practical insights into building robust generative AI applications that effectively utilize organizational data resources.
Syllabus
AWS re:Invent 2024 - A practitioner’s guide to data for generative AI (DAT319)
Taught by
AWS Events