Systems Core Courses

Redpanda Data

AI and Data Privacy - Vector Storage for Agentic Systems

Explore vector storage solutions for AI systems, focusing on data privacy challenges and sovereignty requirements in modern agentic architectures.

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

DaFluffyPotato

Introduction to Pygame Core Features in 18 Minutes

Master the fundamentals of Pygame through a rapid introduction covering window creation, surfaces, game loops, collisions, and physics - perfect for both beginners and experienced developers.

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

Open Data Science

AI-Powered ETL Pipeline Orchestration - Multi-Agent Systems in the Era of Generative AI

Discover how AI revolutionizes ETL orchestration through multi-agent systems, exploring cloud-native architectures, predictive scheduling, and resource optimization for modern data ecosystems.

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

Georgia Tech Research

Robots That Know When They Don't Know - Uncertainty Quantification in Machine Learning Systems

Explore cutting-edge research on developing robots with self-awareness capabilities, focusing on uncertainty quantification in machine learning and safe decision-making for autonomous systems.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

GreeneMath.com

Solving Nonlinear Systems of Equations - Practice Test Solutions

Master step-by-step solutions for nonlinear systems of equations through 10 detailed practice problems, with visual Desmos graphing demonstrations and comprehensive explanations.

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

TED

Food for the Future - Sustainable Solutions for Global Food Systems

Explore innovative solutions for sustainable food systems, from plant-rich diets to lab-grown meat, discovering how transforming our food practices can reduce climate impact while feeding the world's population.

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

Kavli Institute for Theoretical Physics

Detecting Micromotion in Periodically Driven Correlated Systems

Delve into quantum many-body state control using laser pulses, exploring micromotion detection in driven correlated systems and advances in manipulating electron states for enhanced material properties.

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

Kavli Institute for Theoretical Physics

Inducing Order with Light - Quantum Control of Many-Body States in Solid-State Systems

Explore quantum many-body states in solid-state systems and how strong laser pulses can control and enhance correlated electron states, from superconducting to magnetic phases.

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

Neso Academy

Primary Key and Foreign Key Constraints in SQL - Database Management Systems

Master the essential concepts of Primary and Foreign Key constraints in SQL, including implementation and maintaining referential integrity in database design.

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

Weld.com

Welding Over Heavy Rust - Comparing TIG, MIG, Flux Core, and Stick Processes

Discover how different welding processes - MIG, TIG, Flux Core, and Stick - perform when tackling heavily rusted materials, with detailed comparisons and practical insights for achieving the best results.

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

Simons Institute

Understanding the Abilities of AI Systems - Memorization, Generalization, and Points in Between

Explore how Large Language Models develop abilities through training data, examining their capacity for generalization versus reliance on memorized patterns and heuristics.

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

Simons Institute

Generalization Insights from Actual Cognition - Understanding Out-of-Distribution Learning in Natural Systems

Explore how biological systems handle generalization, examining curiosity, causality, and compositionality through the lens of evolution and real-world animal behavior.

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

Association for Computing Machinery (ACM)

Mechanisms, Optimization, and Education Policy in Student Assignment Systems

Explore how algorithms and optimization methods shaped San Francisco's student assignment policy, focusing on achieving diversity, predictability, and proximity in school choice systems.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

A Causal Framework to Evaluate Racial Bias in Law Enforcement Systems

Explore a data-driven causal framework for analyzing racial bias in law enforcement, examining statistical methods and systemic patterns to evaluate discriminatory practices.

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

NDC Conferences

The Subtle Art of Supporting Mature Products - Building Effective Support Systems

Discover effective strategies for managing mature product support, transitioning from rotational to dedicated teams, and optimizing customer service while maintaining engineering productivity and quality.

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