Containerization Courses and Certifications

EDUCBA

Deploy Applications with Docker: Build Real-World Projects

Master containerization by building real-world applications with Docker, including Spring Boot backends, databases, and WordPress deployments using Docker Compose.

• Coursera
• 4 hours 28 minutes
• On-Demand
• Paid Course

EDUCBA

Implement CI/CD Automation with Jenkins, Docker & Kubernetes

Master CI/CD automation by building end-to-end pipelines with Jenkins, Docker & Kubernetes through hands-on DevOps case studies that mirror real production environments.

• Coursera
• 4 hours 11 minutes
• On-Demand
• Paid Course

Migrate for Anthos: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll use Migrate for Anthos to migrate a Compute Engine VM instance to a corresonding container image hosted in a Kubernetes pod.

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

Packt

Intro to Docker

Master containerization technology with Docker, building and deploying applications using containers, images, Compose, and Swarm for modern development workflows.

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

AI Infrastructure: Deployment Types

Explore Google Cloud's AI infrastructure deployment strategies, from Compute Engine to Kubernetes, with hands-on cluster creation and inference optimization techniques.

• Coursera
• 5 hours 11 minutes
• On-Demand
• Paid Course

Packt

Mastering Docker Essentials - Hands-on DevOps

Discover Docker containerization and DevOps workflows through hands-on CLI practice, custom image creation, networking, volumes, and multi-container deployments with Docker Compose.

• Coursera
• 7 hours 44 minutes
• On-Demand
• Paid Course

Coursera

Analyze & Deploy Scalable LLM Architectures

Master production-grade LLM deployment by analyzing multi-stage architectures, diagnosing bottlenecks, and implementing scalable Kubernetes solutions with HPA and zero-downtime rollouts.

• Coursera
• 2 hours 21 minutes
• On-Demand
• Paid Course

Secure Software Supply Chain: Using Cloud Build & Cloud Deploy to Deploy Containerized Applications

Learn to create, store, and deploy containerized applications using Google Cloud's Build, Artifact Registry, and Run services for a secure software supply chain.

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

Coursera

Build & Publish Versioned Docker Images

Master enterprise-grade Docker containerization for data engineering workflows, eliminating environment inconsistencies and accelerating production deployment pipelines.

• Coursera
• 1 hour 36 minutes
• On-Demand
• Paid Course

EDUCBA

Build and Orchestrate Applications with Docker

Master containerization from fundamentals to production-ready orchestration with Docker Compose, Swarm clustering, and multi-container WordPress deployment projects.

• Coursera
• 5 hours 44 minutes
• On-Demand
• Paid Course

EDUCBA

Design and Implement a DevOps CI/CD Pipeline Case Study

Master end-to-end DevOps CI/CD pipeline design using Docker, Jenkins, and automation tools through hands-on case studies and real-world implementation practices.

• Coursera
• 6 hours 6 minutes
• On-Demand
• Paid Course

Hybrid Cloud Capstone Project 

Unlock hybrid cloud expertise by designing enterprise-grade architectures, implementing disaster recovery, and mastering deployment strategies in this hands-on capstone project.

• Coursera
• 7 hours 38 minutes
• On-Demand
• Paid Course

Coursera

Orchestrate, Evaluate, and Release GenAI Systems

Master systematic deployment orchestration and evaluation practices to build resilient GenAI systems that scale reliably in production environments.

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

Intro to Cloud Native, Microservices, Containers, & Agile

Discover how to implement cloud-native applications using Java, microservices, containers, and Agile development methodologies for efficient software delivery.

• Coursera
• 15 hours 14 minutes
• On-Demand
• Free Online Course (Audit)

Coursera

Deploying Open Models

Master containerization, cloud deployment, and monitoring strategies for generative AI models in production environments with hands-on Docker, AWS/GCP/Azure experience.

• Coursera
• 5 hours 23 minutes
• On-Demand
• Paid Course