Containerization Courses and Certifications

MLOps Concepts

Discover how MLOps can take machine learning models from local notebooks to functioning models in production that generate real business value.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Intermediate Docker

Master multi-stage builds, Docker networking tools, and Docker Compose for optimal containerized applications!

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Getting Started with Google Kubernetes Engine

The goal of this course is to introduce the basics of Google Kubernetes Engine, or GKE, and how to get applications containerized and running in Google Cloud.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Developing Applications with Cloud Run on Google Cloud: Fundamentals

This course introduces the Cloud Run serverless platform for running applications.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Learn to architect hybrid and multi-cloud solutions on Google Cloud. Master GKE, Kubernetes, security, CI/CD, and multi-cluster management.

• DataCamp
• 20 hours
• Self-Paced
• Free Trial Available

Azure DevOps Fundamentals for Beginners

50439 ratings at Udemy

Learn How to Plan, Manage, and Deploy Your Very First Azure DevOps Application Through Hands-On Demos and Use Cases!

• Udemy
• 3 hours 27 minutes
• Self-Paced
• Paid Course

Red Hat

Automated Legacy App Containerization with Red Hat OpenShift and Red Hat Application Migration Toolkit

Explore automated legacy app containerization using Red Hat OpenShift and Application Migration Toolkit. Learn strategies for analyzing, containerizing, and deploying Java-based apps on OpenShift with CI/CD pipelines.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Docker

Getting Started with Docker - Containerization Workshop

Learn to containerize applications and push images to Docker Hub in this beginner-friendly workshop for developers looking to streamline their deployment process.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Docker

Docker and MuleSoft - Accelerating Innovation Through API-First Design and Containerization

Explore how Docker and MuleSoft synergize to accelerate business transformation, remove innovation friction, and modernize applications through containerization and API-first design. Includes retail industry example and demos.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Docker

Docker Datacenter for AWS - Containerization and Management on EC2

Deploy and manage containerized applications on AWS with Docker Datacenter. Learn to install DDC using CloudFormation, streamline application delivery, and enhance efficiency in cloud-based development and operations.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Docker

Containerization for the Virtualization Admin

Explore containerization vs. virtualization, learn how containers and VMs can coexist, and discover ways to optimize resources, save time, and reduce costs in IT infrastructure.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Docker

Docker in the New York Times Newsroom - Containerization for Rapid News Development

Explore how Docker containerization enhances the New York Times newsroom's technology environment, enabling rapid deployment and flexibility for interactive news projects.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

PASS Data Community Summit

SQL Server 2019 and Containerization

Explore SQL Server 2019 Big Data Clusters, Kubernetes deployment, and containerization strategies. Learn key considerations for architecting infrastructure, ensuring availability, and implementing protection measures.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Conference Talk

AI Engineer

Containing Agent Chaos - Building Reliable AI Agent Systems Through Containerization

Discover how to build reliable AI agent systems using containerization principles from Docker's creator to overcome operational chaos and deploy with confidence.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Career Certificate

Mastering Docker: Containers, Networking, and Orchestration

321 ratings at CodeSignal

Master Docker containerization through hands-on practice with images, volumes, networking, and orchestration using Docker Compose for efficient application deployment and management.

• CodeSignal
• 12 hours
• Self-Paced
• Free Certificate
• 5 courses