Study programme 2025-2026Français
AI challenges - AI seminar
Programme component of Graduate Certificate in Artificial Intelligence (Hands on AI) (MONS) (day schedule) à la Faculty of Engineering

CodeTypeHead of UE Department’s
contact details
Teacher(s)
UI-U1-INARTI-001-MCompulsory UEDUTOIT ThierryF105 - Information, Signal et Intelligence artificielle
  • BEN TAIEB Souhaib
  • DUPONT Stéphane
  • MAHMOUDI Sidi
  • SIEBERT Xavier
  • DUTOIT Thierry

Language
of instruction
Language
of assessment
HT(*) HTPE(*) HTPS(*) HR(*) HD(*) CreditsWeighting Term
  • Français
Français123600055.001st term

AA CodeTeaching Activity (AA) HT(*) HTPE(*) HTPS(*) HR(*) HD(*) Term Weighting
I-ISIA-200Défis en intelligence artificielle1224000Q1
I-ISIA-201Séminaire d'intelligence artificielle012000Q1

Overall mark : the assessments of each AA result in an overall mark for the UE.
Programme component

Learning Outcomes of UE

Keras (Python) framework for training deep neural nets
Deep reinforcment learning
SLAM (Simultaneous Localization and Mapping) for automatic cartography
Natural language processing

UE Content: description and pedagogical relevance

Three challenges to discover the tools of AI

Prior Experience

Practical knowledge of programming language (preferably python)

Type(s) and mode(s) of Q1 UE assessment

  • Production (written work, report, essay, collection, product, etc.) - To be submitted online

Q1 UE Assessment Comments

If one or more challenge reports are missing, this activity will be graded ABS.
If the seminar report is missing, this activity will be graded ABS

Method of calculating the overall mark for the Q1 UE assessment

The overall score is 80% for challenges and 20% for seminars.
If one or more challenge reports are missing, this activity will be graded ABS.
If the seminar report is missing, this activity will be graded ABS.

Type(s) and mode(s) of Q1 UE resit assessment (BAB1)

  • N/A - Néant

Q1 UE Resit Assessment Comments (BAB1)

n/a

Method of calculating the overall mark for the Q1 UE resit assessment

n/a

Type(s) and mode(s) of Q3 UE assessment

  • Production (written work, report, essay, collection, product, etc.) - To be submitted online

Q3 UE Assessment Comments

If one or more challenge reports are missing, this activity will be graded ABS.
If the seminar report is missing, this activity will be graded ABS

Method of calculating the overall mark for the Q3 UE assessment

The overall score is 80% for challenges and 20% for seminars.

Type of Teaching Activity/Activities

AAType of Teaching Activity/Activities
I-ISIA-200
  • Cours magistraux
  • Projet sur ordinateur
I-ISIA-201
  • Ateliers et projets encadrés au sein de l'établissement

Mode of delivery

AAMode of delivery
I-ISIA-200
  • Face-to-face
I-ISIA-201
  • Face-to-face

Required Learning Resources/Tools

AARequired Learning Resources/Tools
I-ISIA-200Not applicable
I-ISIA-201Not applicable

Recommended Learning Resources/Tools

AARecommended Learning Resources/Tools
I-ISIA-200Not applicable
I-ISIA-201Not applicable

Other Recommended Reading

AAOther Recommended Reading
I-ISIA-200Not applicable
I-ISIA-201Not applicable
(*) HT : Hours of theory - HTPE : Hours of in-class exercices - HTPS : hours of practical work - HD : HMiscellaneous time - HR : Hours of remedial classes. - Per. (Period), Y=Year, Q1=1st term et Q2=2nd term
Date de dernière mise à jour de la fiche ECTS par l'enseignant : 23/05/2025
Date de dernière génération automatique de la page : 14/03/2026
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be