Study programme 2023-2024Français
Scientific Computing (not organized in 2023-2024)
Programme component of Master's in Computer Engineering and Management : Specialist Focus on Artificial Intelligence and Decision Aid (MONS) (day schedule) à la Faculty of Engineering

CodeTypeHead of UE Department’s
contact details
Teacher(s)
UI-M2-IRIGIA-102-MOptional UEVANDAELE ArnaudF151 - Mathématique et Recherche opérationnelle
  • VANDAELE Arnaud

Language
of instruction
Language
of assessment
HT(*) HTPE(*) HTPS(*) HR(*) HD(*) CreditsWeighting Term
  • Anglais
Anglais243600055.001st term

AA CodeTeaching Activity (AA) HT(*) HTPE(*) HTPS(*) HR(*) HD(*) Term Weighting
I-MARO-200Scientific Computing2436000Q1100.00%

Programme component

Objectives of Programme's Learning Outcomes

  • Mobilise a structured set of scientific knowledge and skills and specialised techniques in order to carry out computer and management engineering missions, with a focus on Innovation and Information Systems, using their expertise and adaptability.
    • Master and appropriately mobilise knowledge, models, methods and techniques related to the improvement of decision and management processes, mastery of mathematical modelling and optimisation algorithms, analysis of large volumes of data, mastery of Web and multimedia tools, design and operation of distributed and mobile computing systems, management of a software project, innovative management of a company and/or project team, information systems (data mining, database, cloud computing, etc.) and management of technological innovation.
    • Analyse and model an innovative IT solution or a business strategy by critically selecting theories and methodological approaches (modelling, optimisation, algorithms, calculations), and taking into account multidisciplinary aspects.
  • Imagine, design, develop, and implement conceptual models and computer solutions to address complex problems including decision-making, optimisation, management and production as part of a business innovation approach by integrating changing needs, contexts and issues (technical, economic, societal, ethical and environmental).
    • Identify complex problems to be solved and develop the specifications with the client by integrating needs, contexts and issues (technical, economic, societal, ethical and environmental).
    • On the basis of modelling, design a system or a strategy addressing the problem raised; evaluate them in light of various parameters of the specifications.

Learning Outcomes of UE

Attendance at theory/exercises classes of at least 80% is required.
The teaching  methods are likely to be adjusted according to the context imposed by the health measures.
The 80% rule of physical attendance would be transformed into a rule of 80% of online participation. Participation at practical sessions and seminars is still mandatory.

UE Content: description and pedagogical relevance

Attendance at theory/exercises classes of at least 80% is required.
The teaching  methods are likely to be adjusted according to the context imposed by the health measures.
The 80% rule of physical attendance would be transformed into a rule of 80% of online participation. Participation at practical sessions and seminars is still mandatory.

Prior Experience

Numerical Analysis, optimization and programming skills

Type of Teaching Activity/Activities

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

Mode of delivery

AAMode of delivery
I-MARO-200
  • Face-to-face

Required Learning Resources/Tools

AARequired Learning Resources/Tools
I-MARO-200Not applicable

Recommended Learning Resources/Tools

AARecommended Learning Resources/Tools
I-MARO-200Not applicable

Other Recommended Reading

AAOther Recommended Reading
I-MARO-200Not applicable

Grade Deferrals of AAs from one year to the next

AAGrade Deferrals of AAs from one year to the next
I-MARO-200Unauthorized

Term 1 Assessment - type

AAType(s) and mode(s) of Q1 assessment
I-MARO-200
  • Written examination - Face-to-face
  • Production (written work, report, essay, collection, product, etc.) - To be submitted in class
  • Oral examination - Face-to-face
  • Oral presentation - Face-to-face
  • Seminar participation - Face-to-face
  • Graded assignment(s) - Face-to-face
  • Practical exam - Face-to-face

Term 1 Assessment - comments

AATerm 1 Assessment - comments
I-MARO-200The evaluation methods are likely to be adjusted according to the context imposed by the health measures.
These evaluation methods can be composed of personal work (and / or in groups), presentations, written exam, oral exam.
For students who have not respected the 80% participation rule, the evaluation will be based on the theoretical knowledge of the course.

Resit Assessment - Term 1 (B1BA1) - type

AAType(s) and mode(s) of Q1 resit assessment (BAB1)
I-MARO-200
  • Written examination - Face-to-face
  • Production (written work, report, essay, collection, product, etc.) - To be submitted in class
  • Oral examination - Face-to-face
  • Oral presentation - Face-to-face
  • Seminar participation - Face-to-face
  • Graded assignment(s) - Face-to-face
  • Practical exam - Face-to-face

Term 3 Assessment - type

AAType(s) and mode(s) of Q3 assessment
I-MARO-200
  • Written examination - Face-to-face
  • Production (written work, report, essay, collection, product, etc.) - To be submitted in class
  • Oral examination - Face-to-face
  • Oral presentation - Face-to-face
  • Seminar participation - Face-to-face
  • Graded assignment(s) - Face-to-face
  • Practical exam - Face-to-face

Term 3 Assessment - comments

AATerm 3 Assessment - comments
I-MARO-200The evaluation methods are likely to be adjusted according to the context imposed by the health measures.
These evaluation methods can be composed of personal work (and / or in groups), presentations, written exam, oral exam.
For students who have not respected the 80% participation rule, the evaluation will be based on the theoretical knowledge of the course.
(*) 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 : 16/05/2023
Date de dernière génération automatique de la page : 27/04/2024
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be