Artesis Plantijn Hogeschool Antwerpen
Wetenschap en Techniek
campus Spoor Noord Ellermanstraat
Ellermanstraat 33 - 2060 Antwerpen
wt@ap.be
Artificiële intelligentie34149/2199/2122/1/81
Study guide

Artificiële intelligentie

34149/2199/2122/1/81
Academic year 2021-22
Is found in:
  • Bachelor of Applied Computer Science, programme stage 3
    Programme option:
    • Big Data
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: Vanhulle Geert
Other teaching staff: Haddouchi Hassan
Languages: Dutch
Scheduled for: Semester 1
This course unit is marked out of 20 (rounded to an integer).
Possible deadlines for learning account: 15.10.2021 ()
Re-sit exam: is possible.
Possibility of tolerance: You have to pass this course unit (will never be tolerated).
Total study time: 150,00 hours

Prerequisites

having finished at least 60 ects credits in programme part (year) 1.

Learning outcomes (list)

A.6. Application Design
Applies the principle of ensemble learning to
Masters at least three different ML algorithms
B.1. Design and Development
Masters the art of data exploration
Independently develops an AI application on the basis of a problem
Develops an application of AI Rolls
Uses pipelines in an AI solution
Visualizes complex data in a correct manner and brightening
Configures an ML algorithm in a correct manner on the basis of the documentation
Builds a library of most frequently used functions
B.5. Documentation Production
Reports in a correct manner about the uncertainties of an AI solution
C.3. Service Delivery
Applies the rules concerning privacy protection and ethical to AI

Educational organisation (list)

Learning Activities
Collaborative learning48,00 hours
Lectures and / or tutorials24,00 hours
Practicum24,00 hours
Work time outside of contact hours54,00 hours

Evaluation (list)

Evaluation(s) for first exam chance
MomentForm%Remark
Academic yearContinuous project assignment (Permanent evaluation)50,00
Academic yearKnowledge test15,00
Academic yearSkills assessment hands on15,00
Evaluation(s) for re-sit exam
MomentForm%Remark
2nd examination periodKnowledge test15,00
2nd examination periodProject assignment50,00
2nd examination periodSkills assessment hands on15,00
Evaluation(s) for both exam chances, not reproducible in re-sit exam
MomentForm%Remark
Academic yearContinuous skills assessment hands on (Permanent evaluation)20,00casus. Deze vaardigheidstoets is niet herneembaar in de 2de examenperiode. Het deelcijfer wordt overgenomen.