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Certificat d’études supérieures (Cert. étu. sup.) en analyse de données pour les systèmes complexes (15 unités)

Offered by: Technology & Innovation     Degree: GC-DAC

Program Requirements

Le Certificat d’études supérieures en analyse de données pour les systèmes complexes (15 crédits) permet aux étudiant(e)s – avec ou sans formation technique préalable – d’acquérir des notions de base sur des systèmes complexes. Le programme encourage les étudiant(e)s à appliquer des techniques d’analyse de données pour mieux comprendre des phénomènes propres à des domaines comme la technologie financière, la gestion de l’organisation ou le marketing numérique. le programme est offert enligne.

cours réquis (9 unités)

  • CCCS 610 Digital Thinking for Data Analysis (3 unités)

    Offered by: Technology & Innovation (École d’éducation permanente)

    Vue d'ensemble

    Informatique (CCE) : Examination of programmable tools for data analysis. Application methods to implement fundamental algorithms making use of data structures.

    Terms: Automne 2024

    Instructors: Babaei, Majid (Fall)

    • Course includes synchronous activities.

  • CCCS 620 Data Analysis and Modelling (3 unités)

    Offered by: Technology & Innovation (École d’éducation permanente)

    Administered by: Études supérieures et recherch

    Vue d'ensemble

    Informatique (CCE) : Analysis of fundamental concepts and techniques for data analysis and modelling; basic mathematical and computational concepts needed for data analysis. Application of programmable tools to real-world examples.

    Terms: Automne 2024, Été 2025

    Instructors: Rahbarnia, Farhad (Fall) Rahbarnia, Farhad (Summer)

    • Not open to students who have taken CCS2 505.

    • Course may be offered in person or online with synchronous and asynchronous activities.

  • CCCS 630 Complex Systems (3 unités)

    Offered by: Technology & Innovation (École d’éducation permanente)

    Vue d'ensemble

    Informatique (CCE) : Tools and techniques for modelling and simulating diverse complex systems; network analysis with applications in social, biological, and infrastructure networks; and chaotic systems.

    Terms: Hiver 2025

    Instructors: Gutiérrez López, Alejandro (Winter)

    • Course includes synchronous activities.

cours complémentaires (6 unités)

6 unités parmi les cours suivants :

  • CCCS 670 Information Visualization (3 unités)

    Offered by: Technology & Innovation (École d’éducation permanente)

    Administered by: Études supérieures et recherch

    Vue d'ensemble

    Informatique (CCE) : Examination of the application of computational and mathematical concepts, tools, and techniques to visualize quantitative multi-dimensional information. Qualitative information in static, animated, and interactive digital formats. Guidelines and best practices from cognitive psychology, UX, and graphic design, including dashboard tools and storytelling methods.

    Terms: Été 2025

    Instructors: Beitinjaneh, Nabil (Summer)

    • Course includes synchronous activities.

  • CCCS 680 Scalable Data Analysis (3 unités)

    Offered by: Technology & Innovation (École d’éducation permanente)

    Vue d'ensemble

    Informatique (CCE) : Concepts, tools, and metrics related to scaling up data analysis to handle massive amounts of data. Examination of methods for enabling technologies and applications such as big data and cloud computing.

    Terms: Hiver 2025

    Instructors: Havas, Michael (Winter)

    • Not open to students who have taken CMIS 550.

    • Course includes synchronous activities.

  • CCCS 690 Applied Computational Research (3 unités)

    Offered by: Technology & Innovation (École d’éducation permanente)

    Vue d'ensemble

    Informatique (CCE) : Analysis of a real-world case study of choice. Examination of version-controlled repositories and project management tools for tracking the tasks. Identification, formulation, and application of data-driven projects in areas of interest.

    Terms: This course is not scheduled for the 2024-2025 academic year.

    Instructors: There are no professors associated with this course for the 2024-2025 academic year.

Ou tout autre cours de niveau 600 offert et approuvé par l'unité. Autorisation du département requise.

École d'éducation permanente—2024-2025 (last updated juin. 4, 2024) (disclaimer)
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