Adaptive Systems Courses and Certifications

Engineering Cyber Resiliency - A Pragmatic Approach

22 reviews

Explore pragmatic approaches to engineer cyber resiliency in critical systems, focusing on design-time CAD tools, runtime sensing mechanisms, and adaptation strategies to enhance system robustness against attacks.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Online Course

Alan Turing Institute

Online and Hybrid System Identification Directly From Raw Sensory Signals

Explores neural networks with physical model biases for efficient system identification from sensory data, applicable to robotics, molecular modeling, and X-ray scattering inversion.

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

Association for Computing Machinery (ACM)

Selenite: Scaffolding Online Sensemaking with Comprehensive Overviews Elicited from Large Language Models

Explore Selenite, a novel system leveraging LLMs to generate comprehensive overviews, accelerating information processing and enhancing sensemaking in unfamiliar domains.

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

GOTO Conferences

Adaptive Socio-Technical Systems with Architecture for Flow

Explore designing adaptive socio-technical systems using Team Topologies, Wardley Mapping, and Domain-Driven Design to optimize for fast flow of change in uncertain business environments.

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

Discover AI

Building Adaptive Multi-Agent AI Systems: From Theory to Implementation

Explore adaptive multi-agent AI systems through reinforcement learning, examining how agents navigate dynamic physical and social environments while developing cooperative strategies and decision-making capabilities.

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

Association for Computing Machinery (ACM)

Evaluation of Adaptive Systems

Learn techniques for evaluating adaptive systems, including user modeling, personalization, and group-based approaches to improve search rankings and address data sparsity challenges.

• YouTube
• 2 hours 18 minutes
• On-Demand
• Conference Talk

Evolution of On-Node Adaptive Power Tuning for Efficient Computing Systems

Explore adaptive power-tuning models using TuneD and Kubernetes Power Manager to optimize resource usage and reduce energy consumption in data centers.

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

ACM SIGPLAN

Foundational Design Principles and Patterns for Building Robust and Adaptive GenAI-Native Systems

Discover foundational design principles for creating reliable GenAI-native systems through five key pillars and architectural patterns for robust, adaptive software development.

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

KISSCaltech

Systems Engineering Challenges for Designing Adaptive Systems

Explore systems engineering challenges in designing adaptive systems for outer solar system missions with expert insights from University of Arizona.

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

Conf42

Machine Learning for Adaptive, Self-Optimizing Systems

Explore how machine learning enables adaptive, self-optimizing systems across manufacturing, logistics, and energy sectors through reinforcement learning and predictive maintenance.

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

Systems Innovation

3596 ratings at Udemy

Learn systems innovation - the new systems-based approach to enabling transformative change within complex organizations

• Udemy
• 2 hours 50 minutes
• On-Demand
• Paid Course

The Ecology of Society - Complex Adaptive Systems in Nature and Human Societies

Explore ecological and economic systems as complex adaptive systems, examining emergent behaviors, critical transitions, and evolutionary forces shaping resource allocation and cooperation.

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

Complex Adaptive Systems and the Depopulation of Mesa Verde

Explore how complex adaptive systems reveal factors behind Mesa Verde's depopulation, including resource overuse, high population density, and environmental vulnerabilities in the face of prolonged droughts.

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

The Complexity of Economics - Exploring Markets as Complex Adaptive Systems

Explore the intersection of complexity science and economics with experts discussing agent-based modeling, behavioral economics, and machine learning to gain insights into real-world economic systems.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

USENIX

Real-Time Adaptive Controls for Resilient Distributed Systems

Explore real-time adaptive controls for resilient distributed systems, focusing on dynamic parameter tuning to enhance service resilience and reduce configuration errors in large-scale production environments.

• YouTube
• 37 minutes
• On-Demand
• Conference Talk