Auto-scaling Courses and Certifications

Fantastic Ordinals and How to Avoid Them - Auto-Scaling Challenges in Cloud Databases

Explore scaling challenges in cloud databases on Kubernetes, focusing on StatefulSet limitations and innovative solutions like Advanced StatefulSets and OpenKruise for efficient auto-scaling.

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

Trelis Research

Building an Auto-scaling AI Inference Service - From Setup to Deployment

Master the fundamentals of building and scaling AI inference services, from GPU utilization to auto-scaling implementation, Docker configuration, and API endpoint setup for optimal performance.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

AWS Events

Cost Effective Auto Scaling Using Karpenter, KEDA, and CRaC

Discover cost-effective auto scaling strategies using Karpenter, KEDA, and CRaC technologies to optimize AWS infrastructure performance and reduce operational expenses.

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

Devoxx

When Auto Scaling Isn't Fast Enough - Handling High Volume Live Event Traffic

Discover how to handle massive traffic spikes during live events when auto scaling fails, exploring techniques for managing millions of concurrent users and unpredictable ad breaks.

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

Anyscale

Scaling Production LLM Inference Using EKS Auto Mode and Ray Serve

Discover how to deploy scalable LLM inference on AWS using EKS Auto Mode and Ray Serve, eliminating Kubernetes complexity while achieving automated scaling and cost optimization.

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

Stephane Maarek

Amazon EC2 - With Auto Scaling & Load Balancer

1 rating

Learn to deploy scalable applications on Amazon EC2 with Auto Scaling and Load Balancing. Master EC2 fundamentals, RAM management, AMI creation, and Elastic Load Balancing for optimal performance.

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

Elastic Google Cloud Infrastructure: Scaling and Automation

9186 ratings at Coursera

Learn to scale and automate Google Cloud infrastructure with hands-on labs covering networking, load balancing, autoscaling, and managed services for efficient cloud solutions.

• Coursera
• 7 hours 13 minutes
• Self-Paced
• Paid Course

Hands-on AWS Auto Scaling Labs: Essential Lab Exercises

Master AWS Auto Scaling through immersive hands-on labs to dynamically adjust compute resources, optimize performance, and create scalable, resilient cloud solutions.

• Coursera
• 4 hours 45 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Creación de una aplicación web de alta disponibilidad (Español LATAM) | Building Highly Available Web Application (Spanish from Latin America)

Aprende a crear una aplicación web escalable y de alta disponibilidad en AWS utilizando servicios como RDS, ElastiCache, EFS y Auto Scaling para lograr una solución robusta y rentable.

• AWS Skill Builder
• 1-2 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Introduction to AWS Auto Scaling

Centrally configure automatic scaling for multiple AWS resources, optimizing application performance and cost-efficiency through a unified interface.

• AWS Skill Builder
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Amazon EC2 Auto Scaling

Learn to create and manage EC2 Auto Scaling groups, configure launch templates, and test automatic instance replacement in response to specified conditions.

• AWS Skill Builder
• Self-Paced
• Paid Course

Cloud Computing With Amazon Web Services

7655 ratings at Udemy

A beginner's guide to learn Cloud Computing with AWS

• Udemy
• 2 hours 52 minutes
• Self-Paced
• Free Online Course

AWS Certified Solutions Architect Professional SAP-C02

7420 ratings at Udemy

[2026] AWS Certified Solutions Architect Professional Video Course | includes AWS Solutions Architect PRO Practice Test

• Udemy
• 21 hours 27 minutes
• Self-Paced
• Paid Course

AWS EKS Kubernetes-Masterclass | DevOps, Microservices

5542 ratings at Udemy

Docker, EBS, RDS, CLB, NLB, ALB, Fargate, ECR, CloudWatch, Route53, Certificate Manager, X-Ray, Ingress, Autoscaling,SNS

• Udemy
• 1 day 22 minutes
• Self-Paced
• Paid Course

Terraform on Azure

3829 ratings at Udemy

Become a DevOps expert using Terraform on Azure. Deploy services like CosmosDB, Kubernetes, SQL Server, MySQL, AD, ...

• Udemy
• 8 hours 34 minutes
• Self-Paced
• Paid Course