Cluster Management Courses and Certifications

CCA131 Cloudera CDH 5 & 6 Hadoop Administrator Master Course

1141 ratings at Udemy

Master Cloudera CDH Admin. Spin up cluster in AWS, Mess it, Fix it, Play it and Learn. Real time demo on CCA131 Topics.

• Udemy
• 15 hours 14 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Elastic Stack Mastery with Elasticsearch & AWS

18 ratings at Coursera

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/week
• Self-Paced
• Paid Course
• 3 courses

Certified Kubernetes Administrator (CKA): Unit 1

11 ratings at Coursera

Master Kubernetes cluster building, management, and security through hands-on practice with kubeadm, node maintenance, etcd operations, and RBAC configuration for production-ready deployments.

• Coursera
• 5 hours 42 minutes
• Self-Paced
• Paid Course

Pragmatic AI Labs

Data Engineering with Databricks

Become an expert in modern data engineering on Databricks' unified lakehouse platform. Master ETL pipelines, data transformations with Apache Spark, and Delta Lake for reliable data management.

• edX
• 3 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

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
• Self-Paced
• Paid Course

IBM Storage Scale Administration

Comprehensive training on administering IBM Storage Scale clusters, covering installation, upgrades, monitoring, security, and performance optimization for IT professionals.

• Coursera
• 13 hours 43 minutes
• Self-Paced
• Paid Course

Certified Kubernetes Administrator (CKA): Unit 6

Master Kubernetes administration through two full-length practice exams with detailed walkthroughs to assess readiness and identify improvement areas before certification.

• Coursera
• 3 hours 56 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Paid Course

EDUCBA Credential

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/week
• Self-Paced
• Paid Course
• 3 courses

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course