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Oct 4 2024

How to Make Generative AI Work for Natural Language Queries

As businesses increasingly rely on data-driven decision-making, the volume and complexity of data within enterprises have grown exponentially. However, processing this data and deriving actionable insights remains challenging due to the reliance on human analysts. The explosion in interest surrounding text-to-SQL (T2SQL) solutions and the capabilities of large language models (LLMs) like ChatGPT have presented […]

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Building a Common Data Language: How a Semantic Layer Drives Collaboration and Trust

The self-service analytics revolution was intended to free business users from IT chains. The idea was to break the IT bottleneck by allowing businesses to create their own data products. After all, businesses understand their respective domains better than anyone in IT could, and decentralizing the work of creating data products should theoretically increase the […]

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Data Catalog, Semantic Layer, and Data Warehouse: The Three Key Pillars of Enterprise Analytics

Analytics at the core is using data to derive insights for measuring and improving business performance [1]. To enable effective management, governance, and utilization of data and analytics, an increasing number of enterprises today are looking at deploying the data catalog, semantic layer, and data warehouse. But what exactly are these data and analytics tools […]

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Author: Prashanth Southekal and Inna Tokarev Sela

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Analytics Blogs Analytics News, Articles, & Education Data Analytics Data Architecture Blogs Data Architecture News, Articles, & Education Data Blogs | Information From Enterprise Leaders Data Education data lakes DATAVERSITY modern data stack Power BI semantic layer

Sep 25 2023

Empowering Power BI with the Semantic Layer

Today’s organizations widely acknowledge the significance of leveraging data and analytics. Virtually every executive envisions establishing a data-driven organization. However, a survey conducted by New Vantage Partners reveals that only a mere 26.5% of companies have effectively achieved this transformative goal. Part of the problem lies in the ineffective collaboration between business and technology teams. In the […]

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🔴 Red Button Data

🔴 Red Button Data

Category Archives: semantic layer

How to Make Generative AI Work for Natural Language Queries

Building a Common Data Language: How a Semantic Layer Drives Collaboration and Trust

Data Catalog, Semantic Layer, and Data Warehouse: The Three Key Pillars of Enterprise Analytics

Empowering Power BI with the Semantic Layer