Artificial Intelligence
Author: Genta Watanabe
Genta Watanabe is a Senior Technical Account Manager at AWS. He spends his time working with strategic automotive customers to help them achieve operational excellence. His areas of interest are machine learning and artificial intelligence. In his spare time, Genta enjoys spending quality time with his family and traveling.
Fine-tune LLM with Databricks Unity Catalog and Amazon SageMaker AI
In this post, we demonstrate how to build a secure, complete LLM fine-tuning workflow that integrates Unity Catalog with Amazon SageMaker AI using Amazon EMR Serverless for preprocessing. The solution shows how to securely access governed data, maintain lineage across services, fine-tune the Ministral-3-3B-Instruct model, and register trained artifacts back into Unity Catalog. With this approach, you can continue using your existing services while preserving central governance, tracking data lineage without compromising security or compliance requirements.
Discover insights with the Amazon Q Business Microsoft Teams connector
Microsoft Teams is an enterprise collaboration tool that allows you to build a unified workspace for real-time collaboration and communication, meetings, and file and application sharing. You can exchange and store valuable organizational knowledge within Microsoft Teams. Microsoft Teams data is often siloed across different teams, channels, and chats, making it difficult to get a […]
Get insights on your user’s search behavior from Amazon Kendra using an ML-powered serverless stack
Amazon Kendra is a highly accurate and intelligent search service that enables users to search unstructured and structured data using natural language processing (NLP) and advanced search algorithms. With Amazon Kendra, you can find relevant answers to your questions quickly, without sifting through documents. However, just enabling end-users to get the answers to their queries […]