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@@ -61,15 +61,12 @@ be used <strong>for testing purposes only</strong>, and not for production syste
 
 <h2>3rd party distributions</h2>
 
-<h3>Big Data Analytics with PostgreSQL</h3>
+<h3>Machine Learning and Data Visualization with PostgreSQL</h3>
 <p>
-<a href="https://2ndquadrant.com/2uda/">2ndQuadrant Unified Data Analytics</a>
-(2UDA &ndash; pronounced <em>tudor</em>) is a data analytics application suite
-that unifies databases, spreadsheets, data mining and visualisation in one
-seamless desktop installer. Once installed, 2UDA gives users access to the
-dramatic data visualisation and data mining capabilities of Orange, utilizing
-the latest big data features of PostgreSQL, as well as the spreadsheet
-function of LibreOffice Calc.
+<a href="https://www.2ndquadrant.com/en/resources/2uda/">Download 2UDA</a>
+ for Windows, macOS, and Linux - certified by 2ndQuadrant for all supported versions of PostgreSQL.
+</p>
+<p>2ndQuadrant Unified Data Analytics (2UDA) is a data analytics application suite that unifies databases, machine learning, data mining, and visualization. The application can be installed using a user-friendly, one-click desktop installer. 2UDA builds on the capabilities of Orange, an open source machine learning and data visualization tool, by integrating it with the PostgreSQL database.
 </p>
 
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