Artesis Plantijn Hogeschool Antwerpen
Wetenschap en Techniek
campus Spoor Noord Ellermanstraat
Ellermanstraat 33 - 2060 Antwerpen
wt@ap.be
Neural networks35827/2199/2122/1/00
Study guide

Neural networks

35827/2199/2122/1/00
Academic year 2021-22
Is found in:
  • Bachelor of Applied Computer Science, programme stage 2
    Programme option:
    • AI
In other study programme:
  • Bachelor of Electronics - ICT as Neural networks
This is a single course unit.
Study load: 6 credits
It is not possible to enrol in this course unit under
  • exam contract (to obtain a credit).
  • exam contract (to obtain a degree).
Co-ordinator: Haddouchi Hassan
Other teaching staff: Overdulve Kristof
Languages: Dutch
Scheduled for: Semester 2
This course unit is marked out of 20 (rounded to an integer).
Possible deadlines for learning account: 15.03.2022 ()
Re-sit exam: is possible.
Possibility of tolerance: You have to pass this course unit (will never be tolerated).
Total study time: 156,00 hours

Prerequisites

having finished at least 42 ects credits in programme part (year) 1 AND ((to be taken together with AI principles OR to be taken together with AI Principles) OR (previously registered for AI principles OR previously registered for AI Principles)).

Learning outcomes (list)

A.6. Application Design
Understands the mechanism of action behind neural networks.
Trains neural network that responds to a problem.
B.1. Design and Development
Prepares data for the creation of a neural network.
B.3. Testing
Optimizes a neural network based on its hyper parameters.
Critically evaluates a trained neural network.
C.3. Service Delivery
During the creation of a neural network, take ethical aspects into account.
Task analysis
Investigates the effect of data input on the quality of a neural network.
Written communication
Reports professionally on his results.

Educational organisation (list)

Learning Activities
Lectures and / or tutorials24,00 hours
Practicum24,00 hours
Work time outside of contact hours108,00 hours

Evaluation (list)

Evaluation(s) for first exam chance
MomentForm%Remark
Academic yearKnowledge test30,00open en gesloten vragen: momentopname op examen, digitaal
Academic yearSkills assessment hands on30,00casus: momentopname op examen, digitaal
Evaluation(s) for re-sit exam
MomentForm%Remark
2nd examination periodKnowledge test30,00open en gesloten vragen: momentopname op examen, digitaal
2nd examination periodSkills assessment hands on30,00casus: momentopname op examen, digitaal
Evaluation(s) for both exam chances, not reproducible in re-sit exam
MomentForm%Remark
Academic yearContinuous skills assessment hands on (Permanent evaluation)40,00casus: permanent uitgesteld, digitaal