Data Discovery, ETL and LLM - Artificial Intelligence Zone

Amazon AI Introduces DataLore: A Machine Learning Framework that Explains Data Changes between an Initial Dataset and Its Augmented Version to Improve Traceability

Marktechpost

MARCH 22, 2024

Second, for each provided base table T, the researchers use data discovery algorithms to find possible related candidate tables. This facilitates a series of data transformations and enhances the effectiveness of the proposed LLM-based system. These models have been trained on billions of lines of code.

Machine Learning

Machine Learning Explainability Categorization ETL

Search enterprise data assets using LLMs backed by knowledge graphs

Flipboard

NOVEMBER 27, 2024

Read triples from the Neptune database and convert them into text format using an LLM hosted on Amazon Bedrock. Amazon Bedrock Knowledge Bases is configured to use the preceding S3 bucket as a data source to create a knowledge base. The following LLM models must be enabled. The table only exists in the Data Catalog.

Metadata

Metadata Auto-complete Data Discovery ML Engineer

Artificial Intelligence Zone

Amazon AI Introduces DataLore: A Machine Learning Framework that Explains Data Changes between an Initial Dataset and Its Augmented Version to Improve Traceability

Search enterprise data assets using LLMs backed by knowledge graphs

Webinars

Stay Connected