Page 41 - U4SSC Compendium of survey results on integrated digital solutions for city platforms around the world

Onesait Platform Intelligence modules

DataFlow

Technology: streamsets.

This module allows the user to visually configure ingest flows between sources and destinations, so
facilitating complex processing flows in high-concurrency environments. This component is used
to integrate the platform with systems that cannot adapt to standard communication mechanisms.
The implementation is based on Streamsets, and more than 100 standard connectors are offered
in addition to the ones on the platform.

Notebooks

Technology: Python, Spark, R, SQL, Tensorflow.

This tool enables data scientists to exploit, visualize and create models and algorithms on the

Information managed by the platform with the languages used in this area, including Python, Spark,
R, SQL and Tensorflow, and all within a centralized and secure web environment. This component is
based on Apache Zeppelin on which a platform interpreter has been developed that allows access
to ontologies in a very simple way. Tools are provided for importing notebooks from Jupyter.

DataMining Tool Guides

This component allows business users to interactively and visually create exploratory analysis,
training and model execution. An add-on has been developed on the Data Mining Orange tool
that offers a complete set of tools for its exploitation and is integrated with the platform.

Cognitive

The platform offers a set of APIs ready to use in the API Manager of the platform that facilitates AI
capabilities such as text analysis, entity extraction, translation between languages, image analysis,
OCR and TextToSpeech. Users can also create new APIs on the platform's Marketplace offering
interesting models of use and payment.

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