Micro-Course · Cloud + AI

Deploy AI on Cloud

Intermediate 33 min 5 Bytes Cloud + AI

AWS Bedrock, GCP Vertex, Azure OpenAI, serverless patterns, and observability — pick the right tool, deploy with confidence.

What you'll cover

  • Deploy an LLM on AWS Bedrock vs SageMaker vs EC2 — pick the right one for your latency budget.
  • GCP Vertex AI 101 Models, endpoints, pipelines.
  • Azure OpenAI basics Deployments, capacities, content filters.
  • Serverless AI patterns Lambda + Bedrock, Cloud Run + Vertex.
  • LLM observability Traces, costs, drift.

Course outline

5 Bytes · 33 min
  1. Deploy an LLM on AWSText7 minIntermediate
  2. GCP Vertex AI 101Text7 minIntermediate
  3. Azure OpenAI basicsText6 minIntermediate
  4. Serverless AI patternsText7 minIntermediate
  5. LLM observabilityText6 minIntermediate