Adaptive Systems Courses and Certifications

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
• Self-Paced
• 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
• Self-Paced
• Conference Talk

David Shapiro ~ AI

Best Practices for AI Deployment, Safety, Security, and Regulation - Complex Adaptive Systems

Explore best practices for AI deployment, safety, security, and regulation through the lens of complex adaptive systems. Gain insights into responsible AI implementation.

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

USENIX

Learning Adversarial Attacks on Adaptive Traffic Signal Control Systems Under Cooperative Perception

Explore adversarial attacks on adaptive traffic control systems using reinforcement learning to expose vulnerabilities in connected vehicle environments.

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

GOTO Conferences

Adaptive Socio-Technical Systems with Architecture for Flow

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

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

GOTO Conferences

Adaptive Socio-Technical Systems with Architecture for Flow

Explore adaptive socio-technical systems using Wardley Mapping, Domain-Driven Design, and Team Topologies to optimize change flow and evolve legacy systems in uncertain business landscapes.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

USENIX

MIDAS: Minimizing Write Amplification in Log-Structured Systems through Adaptive Group Configuration

Innovative approach to minimize garbage collection overhead in log-structured systems using adaptive grouping and analytical models, improving performance and efficiency for various applications.

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

USENIX

Resilience in Action: Building Adaptive Socio-Technical Systems

Explore strategies for building resilient socio-technical systems, focusing on everyday tasks and cross-disciplinary research to enhance organizational adaptability and preparedness for unexpected incidents.

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

Association for Computing Machinery (ACM)

Effects of an Adaptive Modality Selection Algorithm for Navigation Systems

Explores an adaptive algorithm for selecting navigation modalities, considering task benefits, switching costs, and habituation. Improves user performance during multitasking scenarios.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

GERAD Research Center

Adaptive Internal Models in Systems Neuroscience

Explore the cerebellum's role in motor control through adaptive internal models. Gain insights into disturbance rejection and its implications for control theory in neuroscience.

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

Association for Computing Machinery (ACM)

Adaptive In-Context Learning with Large Language Models for Bundle Generation - Recommendation Systems

Explore adaptive in-context learning techniques for bundle generation using large language models in recommendation systems.

• YouTube
• 15 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

Cloud Security Alliance

AI Resilience Beyond Compliance - Leveraging Diversity for Adaptive Systems

Explore how AI resilience combines regulatory compliance with diverse, adaptable solutions through a biological analogy, emphasizing standardization and specialized modifications for optimal performance.

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

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
• Self-Paced
• Free Video

Krish Naik

Generative AI vs Agentic AI vs AI Agents

1 rating

Explore the distinctions between generative AI, agentic AI, and AI agents, focusing on how agentic AI operates autonomously to solve complex problems in real-time.

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