Program Requirements
Le Certificat d鈥櫭﹖udes sup茅rieures en analyse de donn茅es pour les syst猫mes complexes (15 cr茅dits) permet aux 茅tudiant(e)s 鈥� avec ou sans formation technique pr茅alable 鈥� d鈥檃cqu茅rir des notions de base sur des syst猫mes complexes. Le programme encourage les 茅tudiant(e)s 脿 appliquer des techniques d鈥檃nalyse de donn茅es pour mieux comprendre des ph茅nom猫nes propres 脿 des domaines comme la technologie financi猫re, la gestion de l鈥檕rganisation ou le marketing num茅rique. le programme est offert enligne.
cours r茅quis (9 unit茅s)
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CCCS 610 Digital Thinking for Data Analysis (3 unit茅s)
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.
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CCCS 620 Data Analysis and Modelling
(3 unit茅s)
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
Instructors: Rahbarnia, Farhad (Fall)
Not open to students who have taken CCS2 505.
Course may be offered in person or online with synchronous and asynchronous activities.
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CCCS 630 Complex Systems (3 unit茅s)
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: Gutierrez Lopez, Alejandro (Winter)
Course includes synchronous activities.
cours compl茅mentaires (6 unit茅s)
6 unit茅s parmi les cours suivants :
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CCCS 670 Information Visualization (3 unit茅s)
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: 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.
Course includes synchronous activities.
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CCCS 680 Scalable Data Analysis (3 unit茅s)
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.
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CCCS 690 Applied Computational Research (3 unit茅s)
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 approuv茅 par l'unit茅. Autorisation du d茅partement requise.
