Cluster Management Courses and Certifications

Data Storage Fundamentals with IBM Storage Scale

Learn to install, configure, and manage IBM Storage Scale clusters, covering storage management, high availability, and information lifecycle management for Linux and AIX environments.

• Coursera
• 13 hours 58 minutes
• On-Demand
• Paid Course

Certified Kubernetes Application Developer (CKAD): Unit 4

Dive into Kubernetes services and networking to master application traffic management and optimization within clusters through hands-on labs and expert guidance.

• Coursera
• 2 hours 30 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Kubernetes Mastery: Build, Deploy & Troubleshoot Apps

Master container orchestration from fundamentals to advanced deployment, scaling, and troubleshooting across AWS and local environments with hands-on cluster configuration.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Certified Kubernetes Administrator (CKA): Unit 5

Master troubleshooting Kubernetes clusters through logging, monitoring, and hands-on labs covering nodes, services, ingress, and cluster components for reliable operations.

• Coursera
• 53 minutes
• On-Demand
• Paid Course

EDUCBA

Kubernetes: Build, Configure & Troubleshoot Clusters

Master Kubernetes cluster architecture, AWS configuration, and troubleshooting techniques through hands-on demonstrations with Kubeadm and Minikube for real-world container orchestration.

• Coursera
• 5 hours 51 minutes
• On-Demand
• Paid Course

Managing a GKE Multi-tenant Cluster with Namespaces

This is a self-paced lab that takes place in the Google Cloud console. This lab explores best practices in managing and monitoring a multi-tenant cluster in order to optimize your costs.

• Coursera
• 1 hour 15 minutes
• On-Demand
• Paid Course

The Amazon EKS Cluster

Explore AWS Elastic Kubernetes Service architecture, deploy clusters, and upgrade to the latest Kubernetes version while reducing operational overhead.

• Coursera
• 1 hour 3 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Elastic Stack Mastery with Elasticsearch & AWS

Master Elasticsearch, Logstash, Kibana, and AWS deployment through hands-on projects. Build scalable data models, construct complex queries, and create real-time visualizations.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

EDUCBA

Hadoop: Analyze, Configure & Manage Big Data

Master Big Data challenges through Hadoop architecture, HDFS configuration, MapReduce programming, and advanced cluster management with hands-on Java integration and enterprise operations.

• Coursera
• 16 hours 27 minutes
• On-Demand
• Paid Course

Coursera

Deploy, Manage, and Orchestrate Your Models

Master containerization and orchestration for ML models using Docker and Kubernetes. Build, deploy, and manage scalable machine learning systems with hands-on projects and real-world applications.

• Coursera
• 1 hour 25 minutes
• On-Demand
• Paid Course

EDUCBA

Kubernetes: From Fundamentals to Advanced Deployment

Master Kubernetes from basics to advanced deployment, covering architecture, cluster management, Pods, autoscaling, and real-world applications like WordPress integration.

• Coursera
• 4 hours 57 minutes
• On-Demand
• Paid Course

APIs Explorer: Create and Update a Cluster

This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll learn how to use an inline Google APIs Explorer template to call the Cloud Dataproc API to create a cluster, run a simple Spark job in the cluster, and update the…

• Coursera
• 1 hour
• On-Demand
• Paid Course

EDUCBA

Kubernetes Case Studies: Deploy & Troubleshoot Apps

Master Kubernetes deployment and troubleshooting through hands-on cluster setup, secure app deployment, RBAC configuration, and custom Docker image creation with monitoring integration.

• Coursera
• 7 hours 58 minutes
• On-Demand
• Paid Course

Kunal Kushwaha

Multi-Cluster Management With KubeSlice

Simplify multi-cluster management with KubeSlice. Learn about network isolation, local intra-cluster communication, and efficient overlay network allocation for seamless inter-cluster reachability in microservices-based applications.

• YouTube
• 21 minutes
• On-Demand
• Free Video

How to Blow Up a Kubernetes Cluster - Understanding Resource Management

Discover how resource limits can impact Kubernetes clusters, learn from real-world mistakes, and gain insights into effective pod management and resource allocation strategies.

• YouTube
• 20 minutes
• On-Demand
• Free Video