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CI/CD for Data Pipelines: A Game-Changer with AnalyticsCreator

Data Science Blog

This includes the creation of SQL Code, DACPAC files, SSIS packages, Data Factory ARM templates, and XMLA files. Support for Various Data Warehouses and Databases : AnalyticsCreator supports MS SQL Server 2012-2022, Azure SQL Database, Azure Synapse Analytics dedicated, and more. Data Lakes : It supports MS Azure Blob Storage.

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In the data and AI era – Will data engineering reign supreme?

SAS Software

In 2012, Harvard Business Review declared the data scientist the sexiest job of the 21st century. Heres what we knew at the time: big data was (and still is to this day) an enormous opportunity to make new discoveries. In the data and AI era Will data engineering reign supreme?

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Enrich your AWS Glue Data Catalog with generative AI metadata using Amazon Bedrock

Flipboard

By harnessing the capabilities of generative AI, you can automate the generation of comprehensive metadata descriptions for your data assets based on their documentation, enhancing discoverability, understanding, and the overall data governance within your AWS Cloud environment. The following is an example policy.

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Use Amazon SageMaker Studio with a custom file system in Amazon EFS

AWS Machine Learning Blog

Improved data governance and security – The shared EFS directory, being centrally managed by the AWS infrastructure admin, can provide improved data governance and security. The admin can implement access controls and other data management policies to maintain the integrity and security of the shared resources.

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How The Explosive Growth Of Data Access Affects Your Engineer’s Team Efficiency

Smart Data Collective

In fact, you may have even heard about IDC’s new Global DataSphere Forecast, 2021-2025 , which projects that global data production and replication will expand at a compound annual growth rate of 23% during the projection period, reaching 181 zettabytes in 2025. zettabytes of data in 2020, a tenfold increase from 6.5

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10 Years Later: Who’s the GOAT of Data Catalogs?

Alation

December 2012: Alation forms and goes to work creating the first enterprise data catalog. Later, in its inaugural report on data catalogs, Forrester Research recognizes that “Alation started the MLDC trend.”. October 2020: Forrester Research names Alation a Leader in The Forrester Wave: Machine Learning Data Catalogs, Q4, 2020.

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Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

This helps maintain data privacy and security, preventing sensitive or restricted information from being inadvertently surfaced or used in generated responses. This access control approach can be extended to other relevant metadata fields, such as year or department, further refining the subset of data accessible to each user or application.

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