Cluster Scaling Courses and Certifications

Securing, Monitoring, and Scaling Kubernetes Clusters

Enhance Kubernetes expertise with advanced security, monitoring, and scaling techniques. Master RBAC, network policies, resource management, and auto-scaling for optimal cluster performance.

• Coursera
• 12 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Red Hat Certified Specialist in OpenShift 4.2 Administration Exam Prep (ex280)

Learn to create, configure, and manage an OpenShift Container Platform for the Red Hat Certified Specialist in OpenShift 4.2 Administration Exam. Start a Free Trial.

• A Cloud Guru
• 3 hours
• On-Demand
• Free Trial Available

Red Hat Certified Specialist in OpenShift Administration: Cluster Scaling and Pod Scheduling

This course will teach you concepts of Cluster Scaling and Pod Scheduling to prepare for Red Hat certified specialist in OpenShift administration exam (EX280).

• Pluralsight
• 1 hour 57 minutes
• On-Demand
• Free Trial Available

Deploy an Auto-Scaling HPC Cluster with Slurm

In this lab, you will learn how to provision a dynamically scalable HPC cluster using Google Compute Engine, Google Deployment Manager, and the Slurm Workload Manager.

• Google Cloud Skills Boost
• Finished
• Paid Course

Spreading Apps, Controlling Traffic and Managing Costs in Kubernetes

Explore strategies for high availability, traffic management, and cost optimization in Kubernetes. Learn about pod anti-affinity, locality-aware load balancing, and workload consolidation for efficient cluster scaling.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

New Application Capabilities Unlocked by Infinite Storage for Streaming Data

Explore cloud-first storage for streaming data, unlocking new capabilities by combining real-time and historical data, improving cost efficiency, and enabling innovative use cases.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

CNCF [Cloud Native Computing Foundation]

Just-in-Time Worker Nodes with Karpenter

Explore Karpenter's capabilities for efficient, just-in-time worker node provisioning in Kubernetes clusters, enhancing scalability and resource optimization.

• YouTube
• 19 minutes
• On-Demand
• Free Online Course

CNCF [Cloud Native Computing Foundation]

Spreading Apps, Controlling Traffic and Optimizing Costs in Kubernetes

Explore strategies for high availability, traffic management, and cost optimization in Kubernetes using pod anti-affinity, Istio, and Karpenter to overcome challenges in app distribution and resource scaling.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Scala Days Conferences

Managing an Akka Cluster on Kubernetes

Explore strategies for deploying and managing Akka clusters on Kubernetes, covering challenges, best practices, and optimization techniques for scalable distributed systems.

• YouTube
• 38 minutes
• On-Demand
• Conference Talk

Amazon Web Services;  Amazon

Working with Amazon Elastic Container Service

Aprenda a criar, gerenciar e escalar aplicações em contêineres usando o Amazon ECS. Explore definições de tarefas, clusters, serviços e atualizações de aplicativos.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

CNCF [Cloud Native Computing Foundation]

Increasing GPU Utilization on Kubernetes Clusters for AI/ML Workloads

Optimize GPU usage in Kubernetes clusters for AI/ML workloads. Explore hardware-level solutions, alternative schedulers, and application-layer improvements to maximize efficiency and resource utilization.

• YouTube
• 22 minutes
• On-Demand
• Free Online Course

Optimizing Kubernetes Cluster Scaling for Advanced Generative Models

Explore advanced techniques for scaling Kubernetes clusters to support complex generative models, leveraging tools like Flyte, MLflow, and Kubeflow for efficient deployment and management.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Online Course

Amazon Web Services;  Amazon

Best Practices for Data Warehousing with Amazon Redshift (French)

Découvrez les concepts clés de l'entrepôt de données avec Amazon Redshift : conception, stockage, ingestion, gestion des charges et dimensionnement pour une mise en œuvre efficace.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Best Practices for Data Warehousing with Amazon Redshift (Portuguese)

Aprenda conceitos e práticas de implementação de data warehouse com Amazon Redshift, incluindo design de tabelas, armazenamento, ingestão de dados e gerenciamento de workload.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Best Practices for Data Warehousing with Amazon Redshift (Spanish)

Aprenda conceptos y mejores prácticas para implementar un almacén de datos con Amazon Redshift, incluyendo diseño de tablas, ingesta de datos y administración de cargas de trabajo.

• AWS Skill Builder
• 4 hours
• On-Demand
• Free Certificate