Cluster Management Courses and Certifications

Dataproc: Qwik Start - Command Line

Learn to create, manage, and run Apache Spark jobs on Google Cloud Dataproc clusters using the gcloud Command Line, with hands-on tasks for cluster creation, job submission, and scaling.

• Google Skills
• On-Demand
• Paid Course

AlloyDB - Database Fundamentals

In this lab you perform several key tasks when using an AlloyDB for PostgreSQL database.

• Google Skills
• 1-2 hours
• On-Demand
• Paid Course

Hello Node Kubernetes

Learn to deploy and scale a Node.js app on Kubernetes, from creating a Docker container to managing external traffic and rolling out upgrades in this hands-on Google lab.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

Anthos on Bare Metal

Learn to deploy and manage Anthos on bare metal, covering infrastructure setup, application deployment, monitoring, logging, and security for on-premises environments.

• Google Skills
• 2 days 8 hours
• On-Demand
• Paid Course

Cloud Operations and Service Mesh with Anthos

Explore advanced Anthos operations: cluster management, traffic routing, workload security, and multi-cluster networking. Gain hands-on experience with service mesh implementation and observability in hybrid cloud environments.

• Google Skills
• 2 days 8 hours
• On-Demand
• Paid Course

Architecting with Google Kubernetes Engine: Workloads

Explore cloud-native app development with Kubernetes, covering operations, deployment, networking, and storage. Learn to architect scalable, resilient applications on Google Kubernetes Engine.

• Google Skills
• 6 hours 30 minutes
• On-Demand
• Paid Course

Kubernetes Engine: Qwik Start

Deploy, manage, and scale containerized applications on Google infrastructure using Kubernetes Engine in this hands-on lab with practical tasks.

• Google Skills
• On-Demand
• Paid Course

APIs Explorer: Create and Update a Cluster

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 cluster.

• Google Skills
• 1 hour
• On-Demand
• Paid Course

Running a Containerized App on Google Kubernetes Engine

Containers are becoming a popular way to run and scale applications across multiple cloud providers or on both cloud and on premise hardware. This lab provides a quick introduction to running a website on Google Container Engine using Docker.

• Google Skills
• On-Demand
• Paid Course

Dataproc: Qwik Start - Console

Learn to create, manage, and utilize Google Cloud Dataproc clusters for Apache Spark jobs, including cluster creation, job submission, output viewing, and cluster scaling.

• Google Skills
• On-Demand
• Paid Course

Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud

In this lab, you will learn how to start a managed Spark/Hadoop cluster using Dataproc, submit a sample Spark job, and shut down your cluster using the Google Cloud Console.

• Google Skills
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Introduction to Amazon ElastiCache with Windows Server

Learn to create, access, and manage an Amazon ElastiCache Redis cluster, connecting from an EC2 instance to run commands. Gain hands-on experience with AWS caching solutions in this practical lab.

• AWS Skill Builder
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Lab - Create and Manage a Basic Kafka Cluster using Amazon Managed Streaming for Apache Kafka (MSK)

Learn to provision and manage an Amazon MSK cluster, create topics, and perform basic messaging operations in this hands-on lab. Gain practical experience with Kafka streaming on AWS.

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

Amazon Web Services;  Amazon

Amazon Elastic Kubernetes Service (EKS) Getting Started

Discover how Amazon EKS simplifies Kubernetes management with health monitoring, scaling, and control plane updates through practical demonstrations and technical concepts.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Discover troubleshooting techniques for Red Hat OpenShift clusters, controller nodes, worker nodes, networking, and persistent storage using IBM Cloud utilities.

• IBM Training
• 1 hour
• On-Demand
• Free Online Course