Industrial Automation Systems Courses

Kubernet-Bees: How Bees Solve Problems of Distributed Systems

Explore fascinating parallels between honey bee colonies and distributed systems, uncovering nature-inspired solutions for Kubernetes challenges and future innovations.

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

More Intelligent Global Rate Limiting for Distributed Systems

Explore Google's scalable rate limiting system for distributed architectures, ensuring fair client sharing and handling regional surges to enhance service reliability and availability.

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

Building a Runbook Automation System for Prometheus and Kubernetes

Learn to automate Kubernetes and Prometheus alerts with Robusta.dev. Discover how to write YAML for self-investigating alerts, enhancing system reliability and reducing manual interventions.

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

Microservices Madness - Application and Infrastructure Automation Using Temporal

Explore fault-tolerant microservices architecture and infrastructure automation using Temporal. Learn to build self-deploying, auto-scaling, resilient applications that simplify distributed system challenges.

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

Zero-cost Automation for Kubernetes Developers Using Gopaddle Lite

Simplify Kubernetes onboarding with gopaddle lite: containerize, deploy, set up CI/CD, and monitor applications on microk8s quickly and easily, streamlining the development process.

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

Automation of Legacy Telco Platforms Using IaaC Tools

Explore automation techniques for legacy telecom platforms using Infrastructure as Code tools, enhancing efficiency and modernization in the telecommunications industry.

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

Optimize Kubernetes on vSphere with Event-Driven Automation

Explore event-driven automation for optimizing Kubernetes on vSphere, using VMware Event Broker Appliance to enhance availability, auditing, and compliance. Learn popular use cases and best practices from the K8s VMware User Group.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Throw Away Your Passwords - Trusting Workload Identity in Cloud Native Systems

Explore modern machine identity and workload authentication in cloud-native systems. Learn about dynamic credentials, hardware roots of trust, and practical implementations to enhance security beyond traditional methods.

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

Show Me Your Labels - Exploiting Kubernetes Label Systems

Explore the power of Kubernetes labels in modern logging, tracing, and metric systems. Learn to correlate inputs, transform logs to metrics, and maximize label usage for enhanced system management.

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

PASS Data Community Summit

Notebooks, PowerShell, and Excel Automation

Automate Excel tasks using PowerShell and Jupyter Notebooks. Learn to create self-service solutions for users to generate custom Excel workbooks efficiently and effectively.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

The Reality of Industrial Strength Excel - A Case Study

Discover how Excel revolutionized Kaman Industrial Technologies' performance measurement, driving micro-changes across 180+ locations and improving profitability in just four months.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Building and Deploying Fair and Unbiased ML Systems - An Art, Not Science

Explore effective practices for developing and deploying ethical, fair, and unbiased machine learning models in production, addressing challenges of data bias and model complexity.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Python Packaging Automation - Auto-Publish to PyPI via Pull Requests

Streamline Python package releases with automated publishing to PyPI via pull requests, improving release frequency and empowering contributors to issue their own releases.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Using Asyncio - aka Tulip - for Home Automation

Explora el uso de asyncio en Python 3.4 para automatización del hogar, abordando dispositivos como Raspberry Pi y sensores, y comparando con soluciones anteriores basadas en Twisted.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Designing NRT - Near Real Time Stream Processing Systems - Using Python with Storm and Kafka

Learn to build near-real-time stream processing systems using Python, Storm, and Kafka for handling and computing large volumes of data as it arrives, with a focus on creating efficient pipelines.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk