Remove Data Quality Remove Measurement Remove Structured Data
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Unbundling the Graph in GraphRAG

O'Reilly on Data

presented the TRACE framework for measuring results, which showed how GraphRAG achieves an average performance improvement of up to 14.03%. Entity resolution merges the entities which appear consistently across two or more structured data sources, while preserving evidence decisions. that is required in your use case.

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The Gold Standard – The Key to Information Extraction and Data Quality Control

Ontotext

Originally, the Gold Standard was a monetary system that required countries to fix the value of their currencies to a certain amount of gold, aiming to replace the unreliable human control with a fixed measurement that could be used by everyone. Simply put, we need to be able to measure and evaluate our results against clearly set criteria.

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3 ways SJ is able to fuel its digital journey

CIO Business Intelligence

A lot of data to structure Work is also underway to structure data thats scattered in many places. Theres a considerable amount of old data, specifically from old trains, and there has to be robust traceability when it comes to train traffic. The basis is test, measure, and learn.

IT 71
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Data governance in the age of generative AI

AWS Big Data

First, many LLM use cases rely on enterprise knowledge that needs to be drawn from unstructured data such as documents, transcripts, and images, in addition to structured data from data warehouses. Implement data privacy policies. Implement data quality by data type and source.

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How EUROGATE established a data mesh architecture using Amazon DataZone

AWS Big Data

cycle_end";') con.close() With this, as the data lands in the curated data lake (Amazon S3 in parquet format) in the producer account, the data science and AI teams gain instant access to the source data eliminating traditional delays in the data availability.

IoT 111
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Your Generative AI LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers

DataKitchen

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure.

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What is data governance? Best practices for managing data assets

CIO Business Intelligence

The Business Application Research Center (BARC) warns that data governance is a highly complex, ongoing program, not a “big bang initiative,” and it runs the risk of participants losing trust and interest over time. Informatica Axon Informatica Axon is a collection hub and data marketplace for supporting programs.