Scaling Courses and Certifications

Conf42

From Fragmented Logs to Unified Insights - Scaling Observability

Discover how to transform fragmented logs into unified observability insights using Grafana Loki, covering deployment strategies and scaling solutions for enterprise environments.

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

Confreaks

Solving Imaginary Scaling Issues, at Scale

Explore a humorous yet practical guide to avoiding unnecessary scaling solutions while learning genuine strategies for real scaling challenges from experts serving billions of JavaScript downloads weekly.

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

NPTEL-NOC IITM

Measurement and Scaling: Levels of Measurement

Explore the fundamental concepts of measurement and scaling, including different levels of measurement and types of scales used in data analysis.

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

Pushing the Limits of Prometheus at Etsy - Scaling Beyond Performance Boundaries

Dive into the journey of scaling Prometheus beyond its limits at Etsy, exploring challenges, bottlenecks, and strategies for optimizing metrics volume and enhancing reliability under extreme load conditions.

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

InfoQ

Revolut's DevOps Platform Secrets - Scaling to 12,000 Engineers

Discover how Revolut's 15-person DevOps team supports 12,000 engineers and 1,200 microservices through automation, architectural patterns, and developer-centric platform design.

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

ICTP-SAIFR

Scaling, Criticality, and the Statistical Physics of Biological Networks - Class 5

Explore statistical physics principles in biological networks, focusing on scaling laws and critical phenomena with expert William Bialek from Princeton University.

• YouTube
• 1 hour 45 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Scaling, Criticality, and the Statistical Physics of Biological Networks - Class 4

Explore statistical physics principles in biological networks, focusing on scaling laws and critical phenomena through advanced theoretical frameworks.

• YouTube
• 1 hour 48 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Scaling, Criticality, and the Statistical Physics of Biological Networks - Class 3

Explore statistical physics principles in biological networks, focusing on scaling laws and critical phenomena with William Bialek from Princeton University.

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

MLOps World: Machine Learning in Production

Scaling AI Observability Across Models and Data Pipelines

Discover how to implement comprehensive observability strategies for AI systems, covering model monitoring and data pipeline management at scale.

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

Anyscale

Scaling Video Generation with Ray - Genmo's Approach

Discover Genmo's innovative strategies for scaling text-to-video AI using Ray, including distributed computing techniques and cloud resource optimization for large-scale model deployment.

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

NDC Conferences

Microservice Swarms - Decentralized Discovery and Scaling

Explore decentralized microservice architecture for robust, adaptive systems. Learn lightweight messaging, scaling techniques, and implementation strategies for efficient, fault-tolerant applications.

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

Ruby Central

Scaling Rails API to Write-Heavy Traffic

Practical techniques for scaling Rails API to handle millions of database transactions per minute, focusing on multiple databases and sharding for write-heavy traffic in mobile gaming.

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

Scaling Better Software Delivery: A Framework for Developer Enablement Through DevRel and Outreach

Discover a framework for developer enablement through DevRel, empowering engineers to deliver changes safely and quickly. Learn from Autodesk's experience supporting global teams with platform services.

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

Serverless WebAssembly - Scaling from 0 to 10k in 10 Seconds

Explore WebAssembly's potential for serverless computing, enabling rapid scaling from 0 to 10,000 instances in seconds. Learn about load testing, best practices, and Fermyon Cloud's innovative approach.

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

Case Study - Developing and Scaling Kubeflow’s Web Apps

Explore Kubeflow's web app development journey, covering authentication, scalability, UX for K8s object management, and efficient data fetching for advanced AutoML techniques.

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