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Generative AI & Large Language Models
How large language models really work — and how to build reliable products on top of them.
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Cloud & DevOps
Containers & Kubernetes
Containers changed how software is shipped, and Kubernetes changed how it is run. Build a clear picture of images, layers and container networking, then step inside a Kubernetes cluster to watch scheduling, self-healing and rolling updates happen in 3D.
What you’ll learn
- Explain what containers isolate and how they differ from virtual machines
- Write Dockerfiles that make good use of layer caching
- Connect containers with ports, networks and volumes
- Describe every major component of a Kubernetes cluster
- Use Deployments for self-healing, scaling and zero-downtime releases
Curriculum
Module 1 · From containers to clusters
5 lectures- 01Why containers?3D modelFree16 min
- 02Images and layersInteractiveFree17 min
- 03Running containers: ports, networks and volumesInteractiveFree18 min
- 04Kubernetes architecture3D modelFree19 min
- 05Deployments, self-healing and scaling3D modelFree19 min
Module 2 · Kubernetes in practice
5 lectures- 06Services and cluster networkingIncluded with the course
- 07Configuration and secretsIncluded with the course
- 08Ingress and traffic managementIncluded with the course
- 09Packaging with HelmIncluded with the course
- 10Observability: logs, metrics and tracesIncluded with the course
Module 3 · Production operations
4 lectures- 11CI/CD for containersIncluded with the course
- 12Security and least privilegeIncluded with the course
- 13Autoscaling and cost controlIncluded with the course
- 14Capstone: deploy a microserviceIncluded with the course
Who this course is for
- Developers who ship services to production
- Operations engineers modernizing infrastructure
- Architects planning a move to containers
Before you start
Comfort with the command line and basic networking ideas (ports, IP addresses).
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Training a team on this?
We can combine Containers & Kubernetes with other courses into a learning path built around your team’s roles and goals.