Systems Core Courses

IT'S HISTORY

Los Angeles' Forgotten Tunnel Systems - 11 Miles Under the City

Explore LA's fascinating 11-mile underground tunnel network, from its origins as streetcar routes to its role in Prohibition-era bootlegging and civic operations beneath downtown's streets.

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

CMU Database Group

Query Execution and ClickHouse Database Systems - Part 2

Dive into advanced query execution concepts and ClickHouse database architecture, covering optimization techniques, processing strategies, and real-world database system implementations.

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

Houston Methodist DeBakey CV Education

Next Generation Surgical Robots - Autonomous Laser Control and Monitoring Systems

Explore the future of surgical robotics with a focus on laser technology, autonomous monitoring, and control systems for advancing minimally invasive medical procedures and bloodless surgeries.

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

Institute for Advanced Study

L-functionals: Applications to QED, Gravity and Disordered Systems

Delve into advanced quantum physics concepts, exploring L-functionals and their applications in quantum electrodynamics, linearized gravity, and systems with quenched disorder through mathematical formalism.

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

Snorkel AI

The Essentials of Evaluating LLM Systems

Master practical techniques for evaluating LLM systems, from defining criteria and selecting evaluators to implementing heuristic models and conducting nuanced assessments for enterprise AI applications.

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

HUJI Machine Learning Club

Efficiency in the Age of Large Scale Models - Designing and Optimizing Deep Learning Systems

Explore the challenges and solutions of large-scale AI models, from theoretical foundations to practical efficiency improvements, with insights on reducing computational costs while maintaining performance in modern machine learning.

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

IIIA Hub

Responsible Data Management - Ethics and Legal Compliance in Data-Driven Systems

Explore ethical considerations in data-driven systems, focusing on responsible data collection, preparation, and lifecycle management for building fair and interpretable AI solutions.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

SF Python

Python in Hardware and Embedded Systems - A Deep Dive

Discover how Python revolutionizes embedded systems development, from MicroPython to robotics applications, exploring hardware interfaces, sensor integration, and real-world implementations in drones and wearables.

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

SF Python

Branch Deploy Systems: Building and Scaling Production Deployments

Discover how to implement branch deployment systems for faster production releases, improved developer productivity, and reduced reverts using Python-based solutions.

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

DSDSD - Dutch Seminar on Data Systems Design

Towards LLM-augmented Database Systems

Explore how database systems can be enhanced with LLMs to efficiently handle multi-model data queries while addressing performance challenges and hallucination issues in modern data processing.

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

DSDSD - Dutch Seminar on Data Systems Design

Decoupling Compute and Storage for Stream Processing Systems

Explore the challenges and solutions of decoupled compute and storage in stream processing systems, focusing on tiered storage mechanisms to balance performance and cost-efficiency.

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

DSDSD - Dutch Seminar on Data Systems Design

Provenance Research in Data Management Systems at Microsoft

Explore Microsoft's innovative research on provenance systems, including OneProvenance and DSProvenance engines, focusing on data lineage tracking, metadata management, and enterprise-scale data governance solutions.

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

Open Compute Project

Debugging Capabilities and Best Practices for AI GPU Systems

Explore debugging challenges and best practices for AI GPU systems, focusing on PCIe subsystems, system crashes, and management controllers while learning essential troubleshooting tools and techniques.

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

Open Compute Project

Peripheral Out-of-Band Management Evolution for Modern Hardware Systems

Explore modern out-of-band management interfaces and their impact on infrastructure products, focusing on industry standardization, security, and hardware-software integration.

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

Open Compute Project

Memory Expansion Requirements for AI Systems in Hyperscale Data Centers

Explore evolving memory architecture requirements for AI systems in hyperscale data centers, focusing on GPU acceleration and infrastructure optimization for next-generation applications.

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