Cluster Architecture Courses and Certifications

Azure Kubernetes Service (AKS) cluster architecture and operations

Explore AKS cluster architecture, networking plugins, network design, upgrades, and governance. Learn to choose between kubenet and Azure CNI, size clusters, apply updates, and enforce policies.

• Microsoft Learn
• 4 hours 17 minutes
• On-Demand
• Free Online Course

Apache Kafka for absolute beginners

5788 ratings at Udemy

Start Here - Learn Apache Kafka Ecosystem, Architecture, and Client API Programming in Java

• Udemy
• 5 hours 7 minutes
• On-Demand
• Paid Course

Kubernetes from A to Z™

571 ratings at Udemy

Master the best open-source system for automating deployment, scaling and managing containerized applications.

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Hadoop Basic Course for Beginners to Professionals

567 ratings at Udemy

Getting Started with Hadoop: An open source framework to handle Big data

• Udemy
• 2 hours 33 minutes
• On-Demand
• Free Online Course

Whizlabs

Exam Prep CKA: Certified Kubernetes Administrator

Comprehensive training for Kubernetes administrators covering core concepts, storage, networking, scaling, pods, schedulers, cluster architecture, and troubleshooting. Prepares for CKA certification.

• Coursera
• 20 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Kubernetes: 1 Core Concepts

283 ratings at LinkedIn Learning

Explore the internal architecture of a Kubernetes cluster, and other core concepts needed for an advanced understanding of Kubernetes.

• LinkedIn Learning
• 3 hours 14 minutes
• On-Demand
• Free Trial Available

Splunk Search Head Clustering

This course will teach you how to configure and administer all the components of a Splunk Search Head Cluster.

• Pluralsight
• 2 hours 6 minutes
• On-Demand
• Free Trial Available

Learning Journal

Apache Spark 3 - Beyond Basics and Cracking Job Interviews

Advanced Apache Spark 3 skills for certification, job interviews, and complex scenarios. Covers architecture, memory management, optimization techniques, and performance tuning. Open to learner requests for additional topics.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Run high-performance computing (HPC) applications on Azure

Optimize high-performance computing on Azure: deploy, manage, and accelerate HPC workloads using Azure Batch, CycleCloud, and specialized storage solutions. Gain hands-on experience with parallel processing and cluster management.

• Microsoft Learn
• 9 hours 43 minutes
• On-Demand
• Free Online Course

Amigoscode

Kubernetes Architecture Explained

Explore Kubernetes architecture, including Control Plane and Worker Nodes. Learn about cluster components, pods, and deployment strategies for efficient container orchestration.

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

Splunk 9: Configuring and Administering Splunk Indexer Clusters

This course will teach you how to configure and administer all the components of a Splunk Indexer Cluster. After completing this course you will be able to set up and manage a complete Splunk indexer cluster.

• Pluralsight
• 1 hour 58 minutes
• On-Demand
• Free Trial Available

Trevor Sullivan

Overview of the CNCF Certified Kubernetes Administrator Exam

Insights into CNCF Certified Kubernetes Administrator exam objectives, covering architecture, workloads, networking, storage, and troubleshooting. Valuable overview for aspiring Kubernetes administrators.

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

Virtualization for Real-time Power Grid Substation Automation

Explore virtualization in power grid substation automation, covering technical architecture, latency testing, and IEC 61850 standards for next-generation grid control systems.

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

Taming Unbounded Resources with Node Feature Discovery

Learn to manage unbounded resources efficiently using Node Feature Discovery, exploring installation, configuration, and cluster architecture for optimized Kubernetes deployments.

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

CNCF [Cloud Native Computing Foundation]

High Performance Networking for Distributed DL Training in Production K8s

Explore high-performance networking for distributed deep learning on Kubernetes, covering 800 GPU cluster design, RoCE fabric, and optimizations for NCCL rings and GPU utilization.

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