Administrative information


Title Decision networks
Duration 60
Module A
Lesson Type Tutorial
Focus Technical - Foundations of AI
Topic Decision networks

 

Keywords


Naive Bayes-net,Bayes-net,Decision network,optimal decision,value of information,

 

Learning Goals


 

Expected Preparation


Learning Events to be Completed Before

Obligatory for Students

Optional for Students

References and background for students:

Recommended for Teachers

Lesson Materials


 

The materials of this learning event are available under CC BY-NC-SA 4.0.

 

Instructions for Teachers


n parallel with the lecture build a loan evaluation decision net model and investigate its fairness.

Outline/time schedule


 
Duration Description
15 Explain a causal diagram
15 Set evidences and discuss optimal action.
15 Identify a variable E' with maximal value of information.
15 Draw a random value from E' and select the optimal action.

 

More information

Click here for an overview of all lesson plans of the master human centred AI

Please visit the home page of the consortium HCAIM

Acknowledgements

The Human-Centered AI Masters programme was co-financed by the Connecting Europe Facility of the European Union Under Grant №CEF-TC-2020-1 Digital Skills 2020-EU-IA-0068.

The materials of this learning event are available under CC BY-NC-SA 4.0

 

The HCAIM consortium consists of three excellence centres, three SMEs and four Universities

HCAIM Consortium