Control Systems Courses

Institute for Advanced Study

Subgroup Tests and Tailored Non-local Games - Lecture on Interactive Proof Systems

Explore advanced concepts in interactive proof systems, refuting the Aldous-Lyons conjecture through subgroup tests and tailored non-local games.

• YouTube
• 2 hours 2 minutes
• Self-Paced
• Free Video

Learning from Firefighters to Improve Systems Reliability

Adapt wilderness firefighting principles to enhance software engineering operations and improve system reliability during critical incidents.

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

Data Science Festival

Proving the Impact: Using Synthetic Control to Evaluate Intervention Effectiveness

Explore Synthetic Control methodology for measuring intervention impact when A/B testing isn't feasible. Learn to construct "synthetic" units, estimate causal effects, and apply this innovative approach to real-world scenarios.

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

Data Science Festival

Introduction to Git and Source Control for Software Development

Learn Git fundamentals for source control in software development, including key concepts and commands demonstrated through practical examples.

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

OpenSource Connections

Evolution of Moody's Search and AI - From Legacy Systems to Cloud-Native Solutions

Explore Moody's journey from legacy SOLR to cloud-native AWS OpenSearch, enhancing search architecture with AI integration and custom relevance systems for improved cross-product usability and intelligent search experiences.

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

OpenSource Connections

Measuring and Improving Retrieval in RAG Systems - Haystack US 2024

Learn techniques to measure and enhance retrieval quality in RAG systems, exploring alternatives to human expert judgments and methods for tuning retrieval to improve generated responses.

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

OpenSource Connections

Bias Identification and Mitigation in AI Systems

Explore techniques for identifying and mitigating bias in AI systems with NLP expert Arnault Gombert.

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

OpenSource Connections

Building Recommendation Systems with Vector Search - Women of Search

Explore building recommendation systems using vector search, focusing on Ref2Vec for user representation and bipartite graphs for user-product connections. Learn to enhance e-commerce experiences through advanced search techniques.

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

OpenSource Connections

A Cheap Trick for Semantic Question Answering for GPU-Challenged Systems

Explore a cost-effective approach to semantic question answering using LLMs during indexing, combining text and vector matching for efficient search without GPU requirements.

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

OpenSource Connections

Effective Relevancy Change Management in Search Systems

Explore effective search relevancy change management techniques for continuous improvement in search systems and feature engineering.

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

Inside Livermore Lab

Integrating Cyber Security and Machine Learning for Applications in Transportation Systems

Explore integrating cybersecurity and machine learning in transportation systems. Learn about challenges, research, and innovative solutions for securing Internet of Transportation and Intelligent Transportation Systems.

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

Inside Livermore Lab

Materials Data Science Approach for Reliability: Materials to Systems

Explore materials data science for reliability prediction, focusing on degradation mechanisms and stressors in complex systems like PV modules. Learn FAIRification and modeling techniques for lifetime forecasting.

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

Inside Livermore Lab

Regularized Reduced Order Models for Control of Navier-Stokes Equations

Explore regularized reduced order models for controlling Navier-Stokes equations in convection-dominated flows, focusing on evolve-filter-relax and approximate deconvolution techniques for numerical stabilization.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Update on the Use of Uncrewed and Autonomous Systems in the Ukraine War

Explore the latest developments in uncrewed and autonomous systems deployed in the Ukraine conflict, examining their strategic impact and technological advancements.

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

Inside Livermore Lab

The End of Arms Control?

Explore the future of arms control with Joseph Pilat, examining current challenges and potential outcomes in global security and disarmament efforts.

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