Remove Data Integration Remove Reference Remove Structured Data
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Salesforce debuts Zero Copy Partner Network to ease data integration

CIO Business Intelligence

Zero-copy integration eliminates the need for manual data movement, preserving data lineage and enabling centralized control fat the data source. Currently, Data Cloud leverages live SQL queries to access data from external data platforms via zero copy. Ground generative AI.

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Recap of Amazon Redshift key product announcements in 2024

AWS Big Data

You can invoke these models using familiar SQL commands, making it simpler than ever to integrate generative AI capabilities into your data analytics workflows. Launch summary Following is the launch summary which provides the announcement links and reference blogs for the key announcements.

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Ingest data from Google Analytics 4 and Google Sheets to Amazon Redshift using Amazon AppFlow

AWS Big Data

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. Refer to the Amazon Redshift Database Developer Guide for more details. Refer to API Dimensions & Metrics for details.

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Data governance in the age of generative AI

AWS Big Data

However, enterprise data generated from siloed sources combined with the lack of a data integration strategy creates challenges for provisioning the data for generative AI applications. Data discoverability Unlike structured data, which is managed in well-defined rows and columns, unstructured data is stored as objects.

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Data Integration Patterns in Knowledge Graph Building with GraphDB

Ontotext

The second approach is to use some Data Integration Platform. As an enterprise-supported tool, it has already established how to make all data transformations. This makes it possible for other users to reference the information without losing this link after an update. Persistent or non-persistent IDs?

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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. The program must introduce and support standardization of enterprise data.

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Deep automation in machine learning

O'Reilly on Data

The history of data analysis has been plagued with a cavalier attitude toward data sources. That is ending; discussions of data ethics have made data scientists aware of the importance of data lineage and provenance. Salesforce’s solution is TransmogrifAI , an open source automated ML library for structured data.