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Platform & Cloud

Shipping it: containers, orchestration and the managed AI stacks on Azure and AWS.

16

Academies

766

Lessons

656h

Of content

108

Projects

FastAPI Academy

The service layer your model lives behind.

Stream model output to a browser over SSE without buffering
Structure dependencies so handlers stay testable

4 weeks · 32hIntermediate892 students6 projects574 certified

AssociateExplore

Docker Academy

Reproducible environments, small images, fast builds.

Cut an image from gigabytes to tens of megabytes with multi-stage builds
Order layers so a code change doesn't reinstall the world

3 weeks · 24hBeginner1,032 students5 projects718 certified

FoundationExplore

Kubernetes Academy

Run inference workloads that scale and stay up.

Deploy and autoscale an inference service under real load
Schedule GPU workloads without starving the cluster

6 weeks · 48hAdvanced611 students6 projects342 certified

ProfessionalExplore

Azure AI Academy

Ship AI on Azure the way an enterprise expects.

Stand up a production Azure OpenAI deployment with quotas that hold
Build enterprise RAG on Azure AI Search

5 weeks · 40hIntermediate687 students6 projects401 certified

ProfessionalExplore

AWS AI Academy

Bedrock, SageMaker and the serverless AI stack.

Invoke and stream Bedrock models from a serverless backend
Build retrieval on Bedrock Knowledge Bases

5 weeks · 40hIntermediate596 students6 projects338 certified

ProfessionalExplore

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