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MongoDB launches enterprise-focused AI models

The vendor's new models enhance document context capture and enable developers to guide the reranking process with instructions, while improving accuracy.

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Top data quality management tools in 2025

Data quality management tools provide profiling, cleansing and monitoring features that keep enterprise data accurate and consistent across analytics and governance efforts.

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Aerospike update aims to improve database performance

With the addition of expression indexes that enable users to streamline the data discovery process, the vendor is providing capabilities that could force competitors to respond.

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Is Apache Iceberg worth a full migration?

Apache Iceberg delivers modern data lake features, but adoption depends on existing architecture, team resources and tolerance for migration complexity.

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Data Management/Data Warehousing Basics

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    What is data quality and why is it important?

    Data quality measures a data set's condition based on factors such as accuracy, completeness, consistency, timeliness, uniqueness and validity.

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    What is data automation?

    Data automation is the use of software tools and infrastructure to streamline data management tasks. Data automation techniques intentionally limit human interaction with data-related jobs.

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    What is data lineage? Techniques, best practices and tools

    Organizations can bolster data governance efforts by tracking the lineage of data in their systems. Get advice on how to do so and how data lineage tools can help.

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