Teaching

Introduction to Human-Computer Interaction (CISC 482/682)

Instructor Dr. Roghayeh (Leila) Barmaki
Term Fall (2018, 2019, 2020, & 2021)
Course Description

Research techniques for understanding the interaction between humans and interactive computing systems. Studies about theoretical methods for study design, implementation, and evaluation of effective user interaction systems, including requirements gathering, survey design, and rapid prototyping supplemented with hands-on group projects.

Materials  Syllabus           

Introduction to Data Mining (CISC 483/683)

Instructor Dr. Roghayeh (Leila) Barmaki
Term Fall (2019 and 2021)
Course Description

Introduction to the concepts, algorithms, techniques, and systems of data mining, familiars with data, data preprocessing, integration, and transformation. studies basic concepts and advanced methods of mining frequent patterns and association, classification, and cluster analysis.

Materials  Syllabus         

Introduction to Educational Data Mining (EDM) (CISC 849)

Instructor Dr. Roghayeh (Leila) Barmaki
Term Fall 2021
Course Description

Introduction to the research methods in EDM and how to execute them using standard software packages, how to use the methods and their limitations. Discussion of how EDM differs from more traditional statistical and psychometric approaches and how many of the same statistical and mathematical approaches are used in different ways in these research communities.                    

Materials   Syllabus         
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