Study programme 2023-2024Français
Data Analysis ans Process Modelisation
Programme component of Bachelor's in Engineering (MONS) (day schedule) à la Faculty of Engineering

CodeTypeHead of UE Department’s
contact details
Teacher(s)
UI-B3-IRCIVI-124-MCompulsory UEVITRY VéroniqueF601 - Métallurgie
  • DELAUNOIS Fabienne
  • VITRY Véronique
  • SIEBERT Xavier

Language
of instruction
Language
of assessment
HT(*) HTPE(*) HTPS(*) HR(*) HD(*) CreditsWeighting Term
  • Français
Français121200022.001st term

AA CodeTeaching Activity (AA) HT(*) HTPE(*) HTPS(*) HR(*) HD(*) Term Weighting
I-META-023Process modelisation66000Q1
I-MARO-033Analyse des données66000Q1

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

Objectives of Programme's Learning Outcomes

Type of Teaching Activity/Activities

AAType of Teaching Activity/Activities
I-META-023
  • Cours magistraux
  • Travaux pratiques
I-MARO-033
  • Cours magistraux
  • Travaux pratiques
  • Projet sur ordinateur

Mode of delivery

AAMode of delivery
I-META-023
  • Face-to-face
I-MARO-033
  • Face-to-face

Required Learning Resources/Tools

AARequired Learning Resources/Tools
I-META-023Not applicable
I-MARO-033Slides and notes for practical sessions

Recommended Learning Resources/Tools

AARecommended Learning Resources/Tools
I-META-023copies of presentations.
I-MARO-033Not applicable

Other Recommended Reading

AAOther Recommended Reading
I-META-023Introduction to materials modelling, ed. Zoe H. Barber, Maney, London, 2005
Computational Thermodynamics - The Calphad Method,  hans Lukas, Suzana Fries, Bo Sundman, Cambridge University Press, London, 2007.
I-MARO-033R.O.Duda, P.E.Hart, D.G.Stork. "Pattern Classification". John Wiley and Sons, 2000.
Bishop, Christopher M. Pattern recognition and machine learning. springer, 2006.
R.E.Walpole, R.H.Myers, S.L.Myers, K.Ye, "Probability and Statistics for Engineers and Scientists", Prentice Hall, 2012
K P Murphy. Machine learning: a probabilistic perspective. MIT press, 2012.
(*) 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 : 16/01/2023
Date de dernière génération automatique de la page : 04/05/2024
20, place du Parc, B7000 Mons - Belgique
Tél: +32 (0)65 373111
Courriel: info.mons@umons.ac.be