DeltaBrain: a new generation in Data Model Integration

Course background

In poorly defined situations the incorporation of the available expertise (soft data) and proper management of incomplete data (e.g. soil material) improves physical and numerical approaches (hard data). Therefore Deltares developed the DeltaBrain concept: "Integrating expertise, experience and machine learning to improve prediction models in design and decision models."

Aim of the course

During the three-day workshop we aim to familiarize participants with the possibilities of DeltaBrain, for applications in their own research and consultancy areas. The whole week covers both general topics, such as risk thinking, economic value and people (experts), and more specific topics, such as bayesian belief networks, genetic algorithms and other machine learning (artificial intelligence) aspects. Developing a case definition for practical applications will be part of the workshop.

Description

Coaches introduce their topic and guide the participants in a discussion. Participants actively apply their newly obtained knowledge to a simple problem. This provides for a practical acquaintance with all possibilities and pitfalls of the DeltaBrain components.

After one week the participants have:

• ideas how to make use of expertise, experience and predictions for decision making and control;
• hands-on experience with all current components that add up to the DeltaBrain concept;
• a bird-eye-view on machine learning (AI) techniques;
• the knowledge to make decisions what techniques to use and where to start, considering a new application.

Enrolment, fee and registration

The registration fee is € 875.-- for three days (50% discount for students). The course fee includes course documentation, lunches and refreshments during the breaks. The fee does not include VAT. International participants from within the European Union are charged 0% VAT only when they provide their organizations VAT number. Participants from outside the European Union are exempt from VAT, hence 0% VAT will be charged. Please use the electronic form on this website for registration.

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