Kubernetes Autoscaling Courses and Certifications

Packt

Azure Container Apps – From Basics to Advanced Deployment

Deploy and manage containerized apps on Azure Container Apps: YAML configs, KEDA autoscaling, Key Vault secrets, revisions and traffic splitting, plus CI/CD with GitHub Actions and Bicep.

• Coursera
• 26 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Advanced Kubernetes: Security, Scaling, and Operations

Secure Kubernetes clusters with RBAC and admission controllers, schedule pods using node affinity and taints, configure autoscaling, and manage Ingress traffic and multi-cluster operations.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Kubernetes Foundations: Core Architecture & Operations

Build interview-ready Kubernetes understanding through scenario-based questions on architecture, workload management, troubleshooting, and autoscaling with HPA, VPA, and Karpenter.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

Kubernetes Event-driven Autoscaling with KEDA

Explore event-driven autoscaling in Kubernetes using KEDA. Learn how this tool simplifies metric gathering from external sources, enabling efficient scaling for event-driven applications.

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

Autoscaling On-Premises Bare Metal Kubernetes Clusters

Learn to autoscale on-premises bare metal Kubernetes clusters using Cluster-API, Metal3-io, and Cluster Autoscaler. Increase resource efficiency and reduce costs in your infrastructure management.

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

Application Autoscaling Made Easy With Kubernetes Event-Driven Autoscaling

Learn how Kubernetes Event-Driven Autoscaling (KEDA) simplifies application scaling based on external providers like Kafka, Azure, AWS, and GCP. Discover its ease of use and versatility for various scenarios.

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

Autoscaling Kubernetes Deployments - A Practical Guide

Explore Kubernetes deployment autoscaling strategies, including horizontal vs vertical scaling, custom metrics API, and practical demos using Prometheus, Linkerd, and Pixie for optimal application performance.

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

Docker

Building, Testing, and Autoscaling a Kubernetes-Native IoT Pipeline

Learn how ndustrial.io replaced their IoT pipeline with a Kubernetes-native solution using Pulsar and Helm, enabling seamless development, testing, and automatic scaling to handle traffic spikes.

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

Application AutoScaling Through Elastic Kubernetes Pod

Explore Kubernetes pod autoscaling with Intel experts, covering system flow, demonstrations, and practical insights for efficient application scaling.

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

SIG Autoscaling Updates and Feature Highlights in Kubernetes

Explore the latest updates and features in Kubernetes autoscaling, including Cluster Autoscaler, Horizontal Pod Autoscaler, and Vertical Pod Autoscaler. Learn about future plans and standardization efforts.

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

Seamless Autoscaling with In-Place Resource Resize for Kubernetes Pods

Explore seamless autoscaling in Kubernetes with in-place resource resizing. Learn effective Pod resource management, challenges, and solutions for efficient and reliable app deployment.

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

Devoxx Poland

Autoscaling vs High Availability in Kubernetes

Explore Kubernetes autoscaling and high availability strategies, including scheduling, load balancing, and HA implementation in large-scale clusters.

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

GeeCON Conference

Event-Driven Autoscaling for Serverless Java on Kubernetes - KEDA and Knative Integration

Explore event-driven autoscaling for serverless Java on Kubernetes using KEDA and Knative, focusing on Apache Kafka metrics for efficient scaling.

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

Conf42

Cluster Autoscaling in Kubernetes

Explore proactive cluster autoscaling in Kubernetes to optimize resource allocation and improve application performance.

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

Scaling with Confidence - A Deep Dive into Autoscaling in Kubernetes

Explore Kubernetes autoscaling techniques for efficient resource management and optimal application performance in cloud-native environments.

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