Food Production Courses

The State of Production MLOps in the Cloud Native Ecosystem

Explore production MLOps challenges, best practices, and tools in the Cloud Native ecosystem. Learn key principles for deploying, monitoring, and scaling ML systems effectively.

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

Scaling Open Source ML: How Wolt Uses Kubernetes to Deliver Great Food to Millions

Discover how Wolt leverages Kubernetes and open-source frameworks to scale machine learning operations, addressing challenges in forecasting, recommendations, and delivery time predictions for millions of users.

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

Reproducing Production Issues in CI Pipeline Using eBPF

Explore eBPF technology for reproducing production issues in CI pipelines, using Pixie for data collection and traffic replay to enhance software quality and debugging processes.

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

Monitoring Fluent Bit in Production - Metrics and Best Practices

Explore strategies for monitoring Fluent Bit in production, including key metrics, storage considerations, and detecting pipeline health issues. Learn from real-world experiences and gain practical insights for optimizing your logging infrastructure.

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

Organizing Your Mesh - How to Run a Multi-Tenant Service Mesh in Production

Learn strategies for securely operating a multi-tenant service mesh in production, covering configuration management, resource consumption, and security across single and multi-cluster environments.

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

From Zero to Production with Krateo PlatformOps in Less Than One Hour

Explore PlatformOps and Backstage for efficient software delivery, including plugins, templates, and best practices for cloud-native development and deployment.

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

Deploy Istio for Production Workshop - Part 2

Hands-on workshop on deploying Istio in production: installation, security, mesh expansion, observability, and debugging. Learn best practices from an experienced Istio field engineer.

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

Deploy Istio for Production Workshop - Part 1

Comprehensive workshop on deploying Istio in production environments, covering installation, security, configuration, observability, and debugging. Learn best practices from an experienced field engineer.

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

Debuggers and eBPF - Bringing Debugging to Production

Explore hybrid debugging techniques combining source-level debuggers and eBPF for low-overhead production diagnostics, enhancing software telemetry and problem-solving capabilities.

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

Cortex - Intro and Production Tips

Explore Cortex: scalable, multi-tenant time-series data store. Learn project updates, production tips, and comparisons with Thanos for efficient data management and analysis.

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

Production Workload Identity with SPIRE

Explore SPIRE for secure workload authentication in cloud-native architectures. Learn its core design, implementation in production environments, and upcoming features for enhanced identity management.

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

Keyhouse - Production-ready Key Management Service in Rust

Explore ByteDance's Keyhouse: a Rust-based key management system using Spire for mutual trust, offering improved performance and security for large-scale data protection.

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

React Conferences by GitNation

Using Logux in Production

Explore Logux, a real-time Redux action synchronization tool for live updates and offline editing. Learn its implementation, challenges, and productivity benefits in production environments.

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

React Conferences by GitNation

A Real-World GraphQL Application in Production

Insights on building a real-world GraphQL app with Relay, Redux, and Node.js. Covers architecture, reactivity, testing, and lessons learned from Balsamiq's production deployment.

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

Gopher Academy

From Prototype to Production - Lessons from Building and Scaling Reddit's Ad Serving Platform

Explore Reddit's journey in building a high-performance ad serving platform using Go, from prototype to production, with insights on scalability and reliability.

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