Cooperative Learning Courses and Certifications

Association for Computing Machinery (ACM)

CARDS - A Mixed-Reality System for Collaborative Learning at School

Mixed-reality system combining physical and digital objects to enhance collaborative learning in schools. Designed through participatory approach, CARDS shows potential for fostering active, hands-on educational activities.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Engaging Lived and Virtual Realities

Exploring VR integration in informal learning environments across Atlanta and Mumbai, focusing on co-design and content creation to enhance accessibility and inclusivity in diverse educational settings.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

IEEE

Exploiting Unintended Feature Leakage in Collaborative Learning - Congzheng Song

Explores security vulnerabilities in collaborative machine learning, demonstrating how model updates can leak sensitive information about training data and proposing inference attacks to exploit these weaknesses.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

USENIX

Optimizing for Learning

Explore cognitive science techniques to enhance SRE learning, incident response, and team collaboration. Optimize human observability for better system understanding and problem-solving.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

SAP

SAP BTP Learning Resources and Certification Preparation

Explore SAP BTP learning resources, certification preparation, and community engagement. Gain insights on post-TechEd topics, free learning journeys, and career opportunities in SAP development.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

American Society for Microbiology

Effectively Integrating Case Studies in the Microbiology Classroom During a Pandemic

Strategies for integrating cooperative learning and real-world case studies in microbiology education during pandemic restrictions, focusing on practical implementation and academic objectives.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

Ride Your Upside Horse

Explore how art fosters innovative thinking and collaborative learning across disciplines. Discover the power of arts-based approaches in enhancing creativity, leadership, and innovation outcomes.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Simons Institute

Federated and Collaborative Learning - Session 2

Explore cutting-edge research in federated learning, collaborative AI, and privacy-preserving data analysis with expert talks on fast mean estimation and stable covariance techniques.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Simons Institute

Survey on Privacy and Security in Federated Learning

Explore privacy and security challenges in Federated Learning with Google experts Peter Kairouz and Kunal Talwar, discussing key issues and potential solutions.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Simons Institute

Federated and Collaborative Learning - Session 1

Explore cutting-edge topics in federated learning, including data valuation, privacy, uncertainty quantification, and scaling to foundation models, presented by leading experts in the field.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Simons Institute

Federated and Collaborative Learning

Explore federated and collaborative learning approaches with Katrina Ligett, delving into innovative techniques for privacy-preserving data analysis and machine learning.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Simons Institute

Federated and Collaborative Learning - Session 3

Explore cutting-edge advancements in federated and collaborative learning, including local training methods, online learning with bandit feedback, and insights from leading researchers in the field.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

My Travel Through Time and Academic Space

Explore the importance of learning programming principles for everyone, discussing its benefits, challenges, and impact on personal growth and societal progress.

• YouTube
• 16 minutes
• Self-Paced
• Conference Talk

International Centre for Theoretical Sciences

An Alternative View on AI - Collaborative Learning, Incentives, Social Welfare

Explore a broader AI paradigm focusing on collaborative learning, incentives, and social welfare. Gain insights into AI systems where intelligence emerges from cooperative agent interactions and economic principles.

• YouTube
• 1 hour 53 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

An Alternative View on AI: Collaborative Learning, Incentives, and Social Welfare - Lecture 2

Explore collaborative AI systems where intelligence emerges from agent interactions. Discusses economic incentives, social welfare, and dynamics in learning-based systems beyond traditional autonomous AI paradigms.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video