Administrative information


Title Convolutional Neural Networks
Duration 60 min
Module B
Lesson Type Tutorial
Focus Technical - Deep Learning
Topic

Deep learning

 

Keywords


CNN,Deep Learning,Python,

 

Learning Goals


 

Expected Preparation


Learning Events to be Completed Before

Obligatory for Students

  • Theory on CNN

Optional for Students

  • None

References and background for students:

  • None

Recommended for Teachers

None.

 

Lesson Materials


 

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

 

Instructions for Teachers


This Tutorial covers fundamental CNN development, training and testing. Three different tutorial implemented in form of Jupyter Notebook will be shown and discussed. In particular:

 

Time schedule

 

Duration (min) Description Concepts Activity Material
20 Implementing and training a simple CNN      
20 Fine tuning of an already trained network      
20 load and save architectures    

 

 

 

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