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About the Course
Module 1: Adaptive Learning Systems
Knowledge tracing (BKT, Deep Knowledge Tracing)
Multimodal engagement detection (eye-tracking, NLP)
Module 2: Automated Assessment
Math expression grading (sympy-based solvers)
Essay scoring with transformer models
Module 3: Scalable Infrastructure
Low-latency inference for MOOCs
Federated learning for decentralized data
Your Instructor
Camilla Jones
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