Systems Core Courses

Databricks

How to Improve Quality of Multi-Agent Systems with Agent Bricks

Master building and evaluating multi-agent systems on Databricks using natural language, featuring AI Genie, RAG chatbots, and quality improvement techniques.

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

media.ccc.de

Neuroexploitation by Design - How Algorithms in Gambling Products Exploit Reinforcement Learning and Dopaminergic Reward Systems

Uncover how gambling algorithms exploit reinforcement learning and dopamine systems to maximize engagement and revenue while increasing addiction risks.

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

Conf42

Predictive Maintenance for Medical Diagnostic Systems

Explore IoT-driven predictive maintenance for medical devices, covering secure architectures, ML analytics, regulatory compliance, and implementation strategies.

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

Conf42

Decoupling Legacy Banking - Core Strategies

Discover core strategies for modernizing legacy banking systems through modular architectures, API-driven ecosystems, and proven decoupling techniques to overcome operational challenges.

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

Conf42

Payment Systems - Microservices Architecture for Connected Devices

Explore microservices architecture for IoT payment systems, covering device authentication, transaction processing, fraud detection, and real-world smart city applications.

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

Code Sync

Making Bookings Asynchronously - Evolving Hotel Reservation Systems with Elixir

Explore the evolution of an Elixir hotel booking system from synchronous MVP to distributed event-driven architecture, improving reliability and performance.

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

AI Engineer

Paying Engineers like Salespeople - Outcome-Based Compensation Systems

Discover how to revolutionize engineering compensation by replacing hourly billing with outcome-based story point systems that align incentives and accelerate delivery.

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

Practical Synthetic Data Strategies for RAG/Agentic Systems

Explore practical synthetic data strategies for RAG and agentic systems using open-source tools to improve context engineering, accelerate testing cycles, and enhance AI development.

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

Implementing Case-insensitive File Systems in the Linux Kernel

Dive into the technical challenges and implementation details of case-insensitive file systems in Linux, exploring Unicode support, filesystem integration, and future proposals.

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

From Theory to Deployment - Building Scalable Multi-Agent Question-Answering Systems

Discover how to build and deploy scalable multi-agent RAG systems using OPEA architecture, with supervisor agents orchestrating specialized workers for enterprise AI solutions.

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

Introducing a Heterogeneous Core Platform With AI Accelerator for Zephyr Development

Explore a new heterogeneous development platform featuring 4x Cortex A76, 3x Cortex R52, and AI accelerator for automotive Zephyr RTOS applications with practical examples.

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

Dom0less and Deterministic - Building Safer Automotive Systems With Xen

Explore dom0less Xen architecture for automotive safety, enabling parallel VM boot, strong isolation, and deterministic startup for infotainment and safety-critical functions.

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

Decoding Safe(ty) Linux Architectural Approaches for Critical Systems

Explore Linux safety architectures for critical systems, distinguishing "safety Linux" vs "safe Linux" and examining real-world automotive implementations with practical evaluation insights.

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

Containers on the Edge - Deploying Embedded Linux Systems With Modern DevOps

Discover how to modernize embedded Linux systems using containers, Yocto Project, and DevOps practices for reliable OTA updates on resource-constrained edge devices.

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

Space Grade Linux - Building a Safer, Open Source Future for Space Systems

Discover Space Grade Linux initiative creating safety-aware, reusable Linux foundation for spaceflight systems with kernel configuration, booting strategies, and userspace design.

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