Systems Core Courses

Paul G. Allen School

Pareto-efficient AI Systems: Expanding the Quality and Efficiency Frontier of AI

Explore the Pareto frontier between AI capabilities and efficiency with Simran Arora's research on expanding quality-throughput tradeoffs in language models, introducing BASED architecture and ThunderKittens programming library.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Devoxx

Securing the Future of AI: Authorization Strategies for RAG Systems with LangChain4J and OpenFGA

Discover robust authorization frameworks for RAG systems using LangChain4J and OpenFGA, exploring RBAC and ReBAC implementation strategies to safeguard sensitive data while maintaining system efficiency.

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

JuliaHub

Design and Deployment of Embedded Control Systems with JuliaSim

Discover a seamless workflow for control systems engineers to convert, validate, and deploy controllers from simulation to embedded hardware using JuliaSim and JuliaC.

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

International Centre for Theoretical Sciences

Asymptotic Behavior and Feedback Stabilization of Quantum Systems - Lecture 2

Explore quantum trajectories and control with Nina Amini's lecture on asymptotic behavior and feedback stabilization, part of ICTS's program on quantum information, computation, and measurement-induced phase transitions.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Entanglement Disparity: Teleportation Asymmetry in Bipartite Non-Abelian Systems

Explore quantum entanglement disparity and teleportation asymmetry in bipartite non-Abelian systems through theoretical physics concepts presented at the ICTS Quantum Trajectories program.

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

Neso Academy

DML Commands - INSERT and UPDATE in Database Management Systems

Master essential database operations with INSERT and UPDATE commands in SQL, learning syntax and practical implementation for effective data manipulation.

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

Simons Foundation

The Earth's Core: The Engine of Our Planet

Discover how quantum mechanics and statistical physics help calculate properties of Earth's core, revealing its role as our planet's dynamic engine.

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

The Julia Programming Language

A Reference Model for Airborne Wind Energy Systems - Case Study

Explore the innovative world of airborne wind energy through Julia programming, focusing on simulation models, performance analysis, and 3D visualization for tethered wing systems.

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

AWS Events

How adidas Revolutionizes Digital Systems with AWS - From ERP to AI

Discover how adidas transformed their business through AWS, exploring product creation, commerce, data analytics, and ERP modernization in this real-world digital revolution case study.

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

AWS Events

Deep Dive on Amazon FSx for NetApp ONTAP Scale-Out File Systems

Dive into high-performance file systems with Amazon FSx for NetApp ONTAP, exploring scale-out capabilities, optimization techniques, and real-world applications in compute-intensive workloads.

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

AWS Events

Build Real-Time Intelligent Systems with InfluxDB

Discover how InfluxDB enables building intelligent real-time systems through time series data management, exploring its powerful features for solving complex analytical problems in modern applications.

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

Presto Foundation

Shared Foundations of Composable Data Systems

Discover how modern data processing systems are evolving through shared foundations, enabling better performance and composability across ML, streaming, and graph processing frameworks.

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

AICamp

LLM Applications: Core Components and Design Patterns with Vertex AI

Discover essential design patterns and core components for building LLM applications with Vertex AI, from context window optimization to RAG pipelines and agent-based tools.

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

AICamp

Building Multimodal Question-Answering Systems with Gemini for Financial Analysis

Explore building multimodal question-answering systems using Gemini's advanced capabilities for financial analysis, leveraging text, image, audio, and video inputs with Vertex API integration.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

AICamp

Real-Time Training and Scoring in AI/ML Systems

Discover real-time analytics techniques for time series data, focusing on merging data streams, feature creation, and MLOps strategies using air traffic prediction as a practical example.

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