Data Discovery, Data Integration and LLM - Artificial Intelligence Zone

Why data governance is essential for enterprise AI

IBM Journey to AI blog

AUGUST 23, 2023

This data governance requires us to understand the origin, sensitivity, and lifecycle of all the data that we use. Risks of training LLM models on sensitive data Large language models can be trained on proprietary data to fulfill specific enterprise use cases.

Large Language Models

Large Language Models Data Discovery LLM AI

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

Artificial Intelligence Zone

Why data governance is essential for enterprise AI

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

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