Adaptive Systems Courses and Certifications

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 Online Course

Engineering Cyber Resiliency - A Pragmatic Approach

17 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

Global Product Design

Explore models and challenges in designing products for a global landscape, focusing on cultural considerations and strategies for international success.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Analysing Complexity

145 ratings at Coursera

Explore patterns in complex systems across physics, biology, and culture. Learn to analyze and understand complexity, its fragility, and its impact on modern challenges.

• Coursera
• 12 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

The Nature of Time - Panel Discussion on Physics, Biology, and Culture

Explore the mysteries of time with experts discussing its physical, biological, and cultural aspects, focusing on the arrow of time, entropy, and adaptive systems.

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

Emergence, Self-Organization, and Complexity

Explore the interconnected concepts of emergence, self-organization, and complexity with Carlos Gershenson, gaining insights into how these phenomena shape our world and understanding of systems.

• YouTube
• 42 minutes
• On-Demand
• Free Online Course

The Self-Assembling Horde: Building Functional Structures on the Move

Explore how collective organisms build functional structures while in motion, focusing on self-assembling processes and their applications in various fields of science and engineering.

• YouTube
• 41 minutes
• On-Demand
• Free Online Course

Association for Computing Machinery (ACM)

Why Do You Like to Drive Automated - A Context-Dependent Analysis of Highly Automated Driving to Elaborate Requirements for Intelligent User Interfaces

Análisis del impacto del tipo de escenario en la satisfacción de necesidades psicológicas en la conducción automatizada y su influencia en el diseño de interfaces de usuario inteligentes.

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

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

TEDx

Discovering Your Superpowers in Three Simple Steps

Explore a three-step approach to uncover your unique strengths and talents, empowering you to live a more fulfilling life and make a positive impact on your community.

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

CNCF [Cloud Native Computing Foundation]

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 Online Course

Black Hat

When Knowledge Graph Meets TTPs - Automated and Adaptive Executable TTP Intelligence for Security

Explore automated TTP intelligence for security assessments using knowledge graphs, enhancing breach simulation with adaptive attack chains to evaluate defense capabilities effectively.

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

Paul G. Allen School

Bridging State and Action: Towards Continual Reinforcement Learning - 2023 Fall Robotics Colloquium

Explore AI systems that learn to represent knowledge, plan, and adapt through reinforcement learning. Discover a framework for efficient reasoning using affordances and temporally abstract partial models.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Paul G. Allen School

Linear Quadratic Control and Online Learning - 2019 ADSI Summer Workshop

Explore linear quadratic control and online learning with Yishay Mansour. Gain insights into algorithmic foundations of learning and control in this comprehensive workshop presentation.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Paul G. Allen School

Interactive Imitation Learning - Planning Alongside Humans

Explore interactive imitation learning for robots to adapt to human preferences, focusing on challenges beyond dataset collection and enabling seamless human-robot collaboration in real-world scenarios.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course