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Vous êtes ici : Accueil1 / 2UDA

2UDA

Create and Visualize Machine Learning Models Using 2UDA

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.

2ndQuadrant Unified Data Analytics (2UDA) is a data analytics application suite. This one-click desktop installer has the ability to unify databases, machine learning, data mining, and visualization.

2UDA builds on the capabilities of Orange, an open source machine learning and data visualization tool, by integrating it with the PostgreSQL database.

How 2UDA Works

To perform complex data analytics using 2UDA, machine learning models (supervised and unsupervised) are loaded from Orange and deployed into the PostgreSQL database. Currently, all popular machine learning models such as PCA, K-Means, KNN, SVM, Naive Bayes, and Logistic Regression can be used to train the dataset. These models are then used to build interactive visualizations to explore regression analyses, statistical distributions, decision trees, heatmaps, hierarchical clustering, and linear projections.

Download and Install

The 2UDA installer is available to download for Windows, macOS, and Linux and supports five (5) languages: English, French, German, Italian, and Spanish.

9.6.24 – 10.20

11.15 – 12.10 – 13.6

9.6.24 – 10.20

11.15 – 12.10 – 13.6

9.5 – 9.6 – 10

11

If you need to install a standalone version of PostgreSQL, use Postgres Installer for an easy, GUI-based installation.

Known Issues

  • The following PostGIS extensions are currently supported only on Windows.
    • postgis_sfcgal
    • address_standardizer
  • Support for macOS Catalina is not yet available.
  • Support for the installation of multiple major versions of 2UDA on a single server is not yet available. However, it is on the roadmap.

Support for other platforms will be added in later versions.

Availability

2UDA for PostgreSQL 9.5.25, 9.6.21, 10.16, 11.11, 12.6 and  13.2 was released on February 12, 2021

Feedback

For feedback or queries related to 2ndQuadrant Unified Data Analytics, email us at [email protected].

2UDA Knowledge Base

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