Control Systems Courses

Institute for Pure & Applied Mathematics (IPAM)

Hamilton-Jacobi Equations, Mean-Field Games, and Optimal Control for Robust ML

Explore Hamilton-Jacobi equations and mean-field games as a unifying framework for robust machine learning, covering generative models, uncertainty quantification, and Transformer architectures.

• YouTube
• 42 minutes
• On-Demand
• Free Video

USENIX

Breaking Barriers, Not Privacy - Real-World Split Learning across Healthcare Systems

Discover how Split Learning enables healthcare organizations to collaboratively train AI models while preserving patient privacy and meeting regulatory requirements.

• YouTube
• 17 minutes
• On-Demand
• Free Video

USENIX

Enterprise-Scale Privacy for AI - How Canva Scaled Customer Control of Data for AI Training

Discover how Canva built an enterprise-scale AI consent platform enabling user data control while powering 100+ AI models with privacy-first design principles.

• YouTube
• 15 minutes
• On-Demand
• Free Video

USENIX

Beyond RAG - Building Reliable AI Systems for Privacy Assessments

Explore building trustworthy AI systems for privacy assessments, covering hallucination prevention, documentation handling, and validation techniques for scalable automation.

• YouTube
• 14 minutes
• On-Demand
• Free Video

PCS Institute for Basic Science

Periodically Driven Systems - A Versatile Toolbox for Quantum Simulation

Explore periodically driven quantum systems as powerful tools for quantum simulation, covering theoretical foundations and practical applications in modern physics research.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

AI Engineer

Evaluating AI Search - A Practical Framework for Augmented AI Systems

Discover a practical framework for evaluating AI-powered search systems across relevance, completeness, and faithfulness dimensions to build trusted search experiences.

• YouTube
• 21 minutes
• On-Demand
• Free Video

AI Engineer

Your Realtime AI is NGMI - Building Real-Time AI Systems from the Network Layer Up

Discover why building realtime AI systems requires starting from the network layer up, featuring WebRTC vs WebSockets debate and live demos from OpenAI and Daily experts.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Ecological Systems Are Rarely Well-Mixed - How Movement Behavior Determines Spatial Structure

Explore how animal movement patterns shape ecological spatial structures and influence ecosystem dynamics in complex biological systems.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Interacting Particle Systems with Mobility and Demographic Dynamics as Biological Models

Explore mathematical models of biological systems using interacting particles with mobility and demographic dynamics to understand complex population behaviors.

• YouTube
• 43 minutes
• On-Demand
• Free Video

(SSCP) Systems Security Certified Practitioner: Unit 1

Master security operations fundamentals including CIA triad, change management, ethics, and physical security measures to protect organizational assets effectively.

• Coursera
• 4 hours 26 minutes
• On-Demand
• Paid Course

(SSCP) Systems Security Certified Practitioner: Unit 2

Master cryptographic applications, PKI, and secure protocols to protect data integrity through symmetric/asymmetric encryption and hashing techniques for digital security.

• Coursera
• 4 hours 14 minutes
• On-Demand
• Paid Course

(SSCP) Systems Security Certified Practitioner: Unit 3

Explore access control mechanisms, authentication methods, and vulnerability assessment to strengthen security protocols and threat detection capabilities.

• Coursera
• 3 hours 25 minutes
• On-Demand
• Paid Course

(SSCP) Systems Security Certified Practitioner: Unit 4

Master risk management and security monitoring through vulnerability assessment, continuous monitoring, and malicious activity detection for SSCP certification.

• Coursera
• 3 hours 42 minutes
• On-Demand
• Paid Course

(SSCP) Systems Security Certified Practitioner: Unit 5

Master network security fundamentals including TCP/IP, OSI models, attack mitigation, firewalls, IDS, wireless security, and access controls for SSCP certification preparation.

• Coursera
• 5 hours 22 minutes
• On-Demand
• Paid Course

(SSCP) Systems Security Certified Practitioner: Unit 6

Explore endpoint security, malware mitigation, virtualization, cloud security, and mobile device management for comprehensive systems protection.

• Coursera
• 4 hours 21 minutes
• On-Demand
• Paid Course