Control Systems Courses

Snorkel AI

Optimizing Generative AI Systems with AWS and Snorkel

Discover how to optimize Generative AI systems by combining Snorkel Flow with AWS Bedrock and SageMaker, focusing on RAG workflow improvements, data labeling techniques, and enterprise deployment strategies.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Inside Livermore Lab

Extreme Aerodynamics: Flow Analysis and Control for Highly Gusty Conditions

Explore data-driven techniques for analyzing and controlling extreme aerodynamic flows in highly gusty conditions, focusing on machine learning approaches to model complex fluid dynamics for improved flight control.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

MLOps.community

Building Robust AI Systems with Battle-tested Frameworks - Mini Summit #10

Discover strategies for robust LLM deployment in production with Boundary ML's Vaibhav Gupta and Modal's Charles Frye, covering structured prompting, error handling, and serverless Python infrastructure for AI applications.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Conf42

Applying SRE Principles to SDOH: Resilient Healthcare Systems

Explore how Site Reliability Engineering principles can be applied to Social Determinants of Health to create more resilient healthcare systems, covering screening frameworks, team structures, analytics, and implementation strategies.

• YouTube
• 15 minutes
• On-Demand
• Free Video

DevConf

Designing Open AI Systems that are Trustworthy - From Models to Systems

Explore the design of trustworthy AI systems that balance autonomy with accountability, focusing on risk alignment, multi-agent orchestration, and governance frameworks for safe deployment in real-world environments.

• YouTube
• 40 minutes
• On-Demand
• Free Video

USENIX

Rethinking the Request-to-IO Transformation Process of File Systems for Full Utilization of High-Bandwidth SSDs

Explore how OrchFS maximizes SSD performance through heterogeneous-IO orchestration, alignment-based write-partition, and multi-threaded processing to overcome traditional file system limitations.

• YouTube
• 16 minutes
• On-Demand
• Free Video

USENIX

Silhouette: Leveraging Consistency Mechanisms to Detect Bugs in Persistent Memory-Based File Systems

Explore Silhouette, a framework detecting bugs in persistent memory file systems by leveraging consistency mechanisms to reduce exploration space and find bugs faster than existing tools.

• YouTube
• 16 minutes
• On-Demand
• Free Video

USENIX

HiDPU: A DPU-Oriented Hybrid Indexing Scheme for Disaggregated Storage Systems

Explore HiDPU, a hybrid indexing scheme for DPUs in disaggregated storage that reduces memory usage by 92% and improves query performance up to 6.3x through multi-level indexing and optimized DPU-host interactions.

• YouTube
• 18 minutes
• On-Demand
• Free Video

USENIX

Boosting File Systems Elegantly: A Transparent NVM Write-ahead Log for Disk File Systems

Discover NVLog, a transparent NVM-based write-ahead log that elegantly boosts disk file system performance with byte-granularity sync absorption, efficient crash recovery, and optimized small writes handling.

• YouTube
• 18 minutes
• On-Demand
• Free Video

AWS Events

Advanced Process Control for Manufacturing with AI Agents

Discover how Liveline Technologies uses AI agents to automate factory processes, enabling rapid deployment of real-time controls for complex situations with superior cost-effectiveness compared to legacy solutions.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Conf42

High-Performance ML Systems with NumPy, PyTorch, and Ray for Fraud Detection

Discover how to build high-performance machine learning systems for fraud detection using NumPy, PyTorch, and Ray, covering implementation approaches, real-time prevention techniques, and future AI applications in this field.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Conf42

Distributed File Systems Made Easy with Python's fsspec

Explore how to simplify distributed file systems using Python's fsspec library, with practical demonstrations of cloud integration and implementation with LakeFS for efficient data management workflows.

• YouTube
• 19 minutes
• On-Demand
• Free Video

Paul McWhorter

Control DC Motor Speed and Direction on Raspberry Pi Pico W - Lesson 116

Learn how to control DC motor speed and direction using the TA6586 motor controller and Raspberry Pi Pico W. This hands-on tutorial demonstrates breadboard setup, power management, and programming for complete motor control.

• YouTube
• 37 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Canonical Ubuntu

Transforming Embedded Systems with Ubuntu

Discover how Canonical's secure, scalable solutions are reshaping embedded and edge computing across manufacturing, robotics, AI, and IoT in this insightful keynote.

• YouTube
• 17 minutes
• On-Demand
• Free Video