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Apple Watch System: IoT Device

Delves into the Apple Watch system as an IoT device and the challenges in IoT sensor price and system lifetime.

Deep Learning Agents: Reinforcement Learning

Explores Deep Learning Agents in Reinforcement Learning, emphasizing neural network approximations and challenges in training multiagent systems.

Photoplethysmography: Signal Processing

Explores photoplethysmography signal processing, noise reduction, adaptive filtering, wearable devices, and pulse arrival time measurement.

Self-supervised Learning for Autonomous Vehicles

Explores self-supervised learning for autonomous vehicles, deriving labels from data itself and discussing its applications and challenges.

Emotions in Learning: Understanding Stress, Sleep, and Self-Regulated Learning

Covers emotions, stress, sleep, and self-regulated learning, highlighting their impact on memory, cognition, and academic achievement.

Smart Wearable Systems: ECG Monitoring

Explores smart wearable systems for ECG monitoring to improve preventive healthcare through early detection and personalized treatment.

Introduction to Information Security

Covers fundamental concepts in information security, adversaries, insurance companies, and wearables integration.

Affective Computing: Theories, Applications, and Predictive Models

Explores emotion theories, applications, and predictive models in affective computing, analyzing NSF funding trends, emotion impact on education and medicine, and emotion detection through physiological signals and visual data.

Product Design: Final presentations

Covers market analysis, competitors, prototype production costs, and an innovative wearable UV monitoring device.

Learning Agents: Exploration-Exploitation Tradeoff

Explores the exploration-exploitation tradeoff in learning unknown effects of actions using multi-armed bandits and Q-learning.