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Ontario Tech University
   
    Nov 11, 2026  
2026-2027 Undergraduate Academic Calendar 
    
2026-2027 Undergraduate Academic Calendar
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CSCI 4450U – Advanced Topics in Data Science


This course covers advanced topics that will enable students to deepen their knowledge and explore recent developments in Data Science. Course topics will be chosen according to the needs and interests of students and the expertise of the instructor. Example topics may include causal and Bayesian data science, responsible and human-centred data science, domain-scale and multimodal data science, affective data science, data mining and analytics, statistical and data-driven modelling, and information and data visualization. Additional prerequisites may be assigned depending on the topics being covered.
Credit hours: 3
Lecture hours: 3
Prerequisite(s): Fourth-year standing in Computer Science or Integrated Math and Computer Science
Experiential learning: Yes



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