Mastercourse 'Data Innovation beyond the Hype' - The opportunities and challenges of fleet-based analytics

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€575,00 p.p.

The mastercourse 'Data Innovation beyond the Hype' held by the Data and AI Competence Lab of Sirris (EluciDATA Lab) provides pragmatic and industry-oriented sessions on data-driven innovation. The mastercourse cycle consists of six general sessions covering the different steps of the data science workflow. Additionally, the Lab has developed a set of new topic specific sessions focusing on industrial applications of data science and artificial intelligence.

Session: The opportunities and challenges of fleet-based analytics

In this session, participants will learn about state-of-the art techniques for analysing fleets of assets, such as industrial machinery or vehicles. The goal of the session is to introduce techniques for solving common problems faced by fleet operators:

  • identifying malfunctioning or underperforming assets
  • dealing with lost data connections and missing data
  • benchmarking assets against one another
  • identifying remaining useful life of assets
  • modelling new assets that lack historical data

In each case, the fleet context provides additional insights that can help you improve operational efficiency of your assets. Techniques are introduced at conceptual and intuitive level with practical real-world examples. 

Price and conditions

  • Normal price: 575 EUR
  • Early Bird* or Sirris Member**: 525 EUR
  • All prices are exclusive of VAT
  • A hardcopy of the course notes is included in the registration price. All sessions are given in English.

*Non-Sirris members registering more than 3 weeks in advance, benefit from the Early Bird price.
**This price is applicable for any Sirris member who subscribes at any time. 

Register here


Sirris, MRC Gent, Technologiepark-Zwijnaarde 48, 9052 Zwijnaarde


If you are a Flemish SME you can also make use of the kmo-portefeuille (the kmo-portefeuille should be requested at latest 14 days after the course has taken place). (Erkenningsnr. Sirris: DV.O105154). Please note that if you do not apply in time your request will be declined. 

For more information, please visit / or contact us.

Our general terms and conditions

Any cancellation has to be made by e-mail ( Cancellations made before the 3 business days preceding a session are free of charge. After this deadline, 50% of the participation fee will be charged (incl. VAT). In case of cancellation the day itself, the full amount of the registration will be due. In case of 'no-show' the full amount of the registration fee will be due too. Replacement by a colleague is always possible if notified in advance by e-mail (