Control Systems Courses

Association for Computing Machinery (ACM)

StyleFactory - Better Style Alignment in Image Creation Through Style-Strength-Based Control

Explore innovative techniques for controlling style alignment in AI image generation through advanced style-strength methodologies and enhanced user interface controls.

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

Simons Institute

Adaptive Data Collection via Autoregressive Generation in News Recommendation Systems

Discover how autoregressive models can enhance adaptive data collection and decision-making through Thompson sampling, with applications in news recommendation systems and cold-start problems.

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

Simons Institute

Scalably Understanding AI with AI - Using AI Systems for Model Behavior Analysis

Explore advanced techniques for analyzing AI systems, from behavior elicitation to neuron description, focusing on using AI tools to understand and improve AI model behaviors and representations.

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

SNIAVideo

Storage Device Quality Control and Supply Chain Management Using Deep Machine Learning Models

Discover how machine learning models predict storage component failures and optimize supply chain management through dual predictive approaches, achieving 90-95% accuracy in real-world deployments.

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

SNIAVideo

Efficient Media Utilization Across Dissimilar Cloud Storage Systems

Discover how Azure Storage optimizes cloud storage systems through innovative architectures, exploring dual platforms for blob/file data and virtual machine storage, plus new technologies for enhanced efficiency.

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

SNIAVideo

Optimized Resource Allocation for CXL Tiered-Memory Systems

Explore advanced techniques for optimizing CXL tiered-memory systems, focusing on efficient resource allocation, workload profiling, and performance enhancement in data center environments.

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

SNIAVideo

Changes in Encryption and Other Security Algorithms for Storage Systems

Explore the latest developments in storage security standards, focusing on XTS-AES encryption improvements, device sanitization protocols, and cross-organizational standards coordination for enhanced storage protection.

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

SNIAVideo

SMB Integration with Ceph Storage Systems - Implementation and Management

Discover how to integrate SMB protocols with Ceph storage systems, focusing on implementation challenges, management strategies, and upcoming features for enhanced file storage accessibility.

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

Discover AI

A Brief History of AI and AI Agents - From Language Models to Multi-Agent Systems

Explore the evolution of AI from GPT-3 to modern multi-agent systems, covering key developments in language models, function calling, AI agents, and future implications for global artificial intelligence.

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

SK AI SUMMIT 2024

Big Data Systems for Machine Learning and Telco Infrastructure Transformation

Discover how Raven optimizes prediction queries by integrating data processing and machine learning pipelines, while exploring hardware acceleration techniques for enhanced performance in telco AI applications.

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

DevSecCon

Securing AI Systems and Protecting the Software Supply Chain

Explore key AI security challenges in software development, focusing on OWASP Top 10 for LLMs, supply chain vulnerabilities, and practical mitigation strategies for CI/CD pipelines.

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

Institute for Advanced Study

Dot-Product Proofs for Circuit Satisfiability and Cryptographic Systems

Delve into probabilistic proof systems and dot-product proofs, exploring their applications in circuit satisfiability, MAX-LIN approximation, and cryptographic verification complexity.

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

Asia Open RAN Academy

Software Defined Networking (SDN) Basics - Introduction to Network Management and Control

Discover how SDN revolutionizes network management through control plane decoupling, centralized control, and programmable networks, enhancing flexibility and automation capabilities.

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

Asia Open RAN Academy

Software Defined Networking (SDN) Basics - Introduction to Network Control and Management

Discover how Software Defined Networking revolutionizes network management through control plane decoupling, centralized traffic control, and programmable infrastructure for enhanced operational efficiency.

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

Asia Open RAN Academy

Understanding AI Ethics and Governance - Building Responsible and Trustworthy Systems

Explore the critical principles of ethical AI development, from addressing algorithmic bias to implementing governance frameworks for responsible and transparent artificial intelligence systems.

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