Systems Core Courses

International Centre for Theoretical Sciences

Dynamical Systems and Reservoir Computing - Lecture 1

Explore dynamical systems and reservoir computing applications in climate network analysis, focusing on methods for understanding and predicting climate patterns and phenomena.

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

M-Seminar, Kansas State University

Moduli Spaces of Instantons and Integrable Systems - From Calogero-Moser to DELL Systems

Explore the intricate relationship between equivariant cohomology theories of instanton moduli spaces and integrable systems, focusing on Calogero-Moser, Ruijsennars-Schneider, and DELL systems.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

The ASF

RocketMQ ACL 2.0 - The Evolutionary Path of Enterprise-grade Security Architecture for Messaging Systems

Explore the advanced security architecture evolution of RocketMQ ACL 2.0, focusing on enterprise-grade messaging system protection and implementation strategies.

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

Institute for Pure & Applied Mathematics (IPAM)

How Multiscale Collectives Collect Across Scales in Biological Systems

Explore groundbreaking research on how collective systems operate across different scales, from embryonic development to bioelectric patterns in brain formation, using minimal two-scale models and causal networks.

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

Cooperative Scheduling for Stateful Systems in Kubernetes

Discover how LinkedIn manages stateful systems in Kubernetes through LiStatefulSet API, enabling customized safety checks and deployment policies while maintaining system availability and data durability.

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

Tame MTTR with Real-Time Anomaly Detection in Cloud-Native Systems

Master real-time anomaly detection techniques for Kubernetes clusters using statistical and ML algorithms to reduce MTTR, improve monitoring, and maintain optimal application performance.

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

Simulating Kubernetes in MIT Scratch - Understanding Core Components

Discover how Kubernetes works through a unique father-son exploration using MIT Scratch, breaking down complex concepts into simple, visual components for both beginners and experienced developers.

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

Data Science Dojo

Introduction to AI - Understanding Core Technologies and Implementation Best Practices

Gain insights into AI fundamentals, from NLP and machine learning to ethical considerations, while exploring real-world applications, security practices, and implementation strategies.

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

PapersWeLove

Liquid Type Systems - Understanding Type Theory and SMT Solvers

Explore the innovative Liquid Types system, combining traditional type theory with SMT solvers to enhance type system expressivity while maintaining practical usability in programming languages.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

GOTO Conferences

Observability in Event-Driven Systems - Understanding and Implementing Effective Monitoring

Master observability techniques for event-driven architectures, from understanding system events and messages to implementing effective tracing and metrics for better system monitoring and troubleshooting in distributed systems.

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

Secure Your Systems Using Policy-as-Code

Discover how policy-as-code bridges the gap between development and security teams, improving developer experience while maintaining robust system security. Learn implementation best practices and overcome common challenges.

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

Eclipse Foundation

Zero Downtime Development - Building Resilient and Scalable Systems

Discover techniques for developing resilient, distributed systems locally with zero downtime deployment, using live coding demonstrations and practical examples for modern cloud-native applications.

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

Earth Sciences, University of Liverpool

The Inaudible Sound of Volcanoes: Monitoring and Early Warning Systems Through Infrasound

Explore how infrasound technology revolutionizes volcano monitoring, early warning systems, and hazard assessment through acoustic wave analysis and numerical modeling for safer communities worldwide.

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

James Briggs

Understanding AI Agents as Neuro-Symbolic Systems

Explore the concept of AI agents as neuro-symbolic systems through an analysis of MRKL paper, examining their definition, evolution, and relationship with connectionism and modern AI architectures.

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

Integrating Legacy Phones with Modern Microsoft Teams Systems

Learn how to integrate legacy phones and conference systems with Microsoft Teams through SIP Gateway implementation, firmware updates, and modern networking solutions for seamless communication.

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