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BellaDati ML Studio for developing and running sophisticated situational intelligence applications for  IoT and other machine learning and statistics

BellaDati ML Studio is an integrated platform/framework for developing and running sophisticated situational intelligence applications. These are applications that are used in IoT area, but also for extensive big data cleaning tasks and other machine learning and statistical situational applications.

 

BellaDati ML Studio is the integral part of BellaDati Advanced Analytics Tool and Framework. BellaDati Advanced Analytics and Framework has following major features:

  • ML Studio
  • Rich and agile reporting and dashboarding layer
  • Rich SDK, REST API and Client API ready for embedding and customization
  • ETL
  • mobile
  • integrated datawarehouse
  • multitenant cloud.

The ML Studio has following major features:

  • Runs applications and interfaces to data sources and analytics models
  • A visual framework for users to interact with data and analytical results
  • A development environment for assembling data, analytics into situational intelligence applications
  • Development environment offers for the mathematical modeling and predictions
    • The access to BellaDati preconfigured packages/BellaDati Domain Specific language
    • For users to create their own packages
    • Access to various Java libraries (eg Java ML, Appache Commons Math 3, Stat library, etc)
    • Usage of Python and its libraries (especially Anaconda libraries) from the environment of ML Studio is the option
    • To User to write her/his own scripts using preconfigured building blocks and pack them.
    • Usage of R and R-Cran libraries from the environment of ML Studio is the option.
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