AWS Machine Learning Blog

DECEMBER 4, 2024

Without specialized structured query language (SQL) knowledge or Retrieval Augmented Generation (RAG) expertise, these analysts struggle to combine insights effectively from both sources. Use Amazon Athena SQL queries to provide insights. The structured dataset includes order information for products spanning from 2010 to 2017.

AWS 110

AWS AI AI SQL 110

Flipboard

NOVEMBER 24, 2023

This use case highlights how large language models (LLMs) are able to become a translator between human languages (English, Spanish, Arabic, and more) and machine interpretable languages (Python, Java, Scala, SQL, and so on) along with sophisticated internal reasoning.

Database 158

Database AWS ETL SQL 158

Tableau

DECEMBER 1, 2021

Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. Query allowed customers from a broad range of industries to connect to clean useful data found in SQL and Cube databases.

Tableau 145

Tableau ML ML Database 145

Tableau

DECEMBER 1, 2021

Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. Query allowed customers from a broad range of industries to connect to clean useful data found in SQL and Cube databases.

Tableau 98

Tableau ML ML Database 98

AWS Machine Learning Blog

NOVEMBER 18, 2024

In addition to the tools presented here, you can create additional generative AI tools to query SQL data bases or analyze other industry-specific formats. Yingwei Yu is an Applied Science Manager at Generative AI Innovation Center, AWS, where he leverages machine learning and generative AI to drive innovation across industries.

Python 110

Python Machine Learning Machine Learning AI 110