stephlocke/Labs.md

Created September 1, 2024 14:04

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Azure for data scientists

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Labs.md

Azure for data scientists

A list of useful labs to help data scientists get used to oeprating an Azure environment generally, and building Machine Learning and AI solutions specifically.

Labs

Introduction to Azure
Introduction to GitHub
Managing Azure resources
- Creating and managing resources
  - bicep
- Identity-first environments
  - Identities
  - Deployments from GitHub & Azure DevOps
  - Platform engeering
- Managing Azure environments
  - Monitoring
  - Azure Governance
  - Security / IAM
ML & AI
Data Engineering
- Fabric
- Airflow
Hosting Apps
- Azure Static Web Apps - Static Site Generators
- Azure Static Web Apps - Data API Builder
- Azure App Service
- API Management
- APIM 2

Sandbox fall-backs

Managing Azure
ML & AI
- AI labs
Data Engineering
- Unfortunately under maintenance!
- Data engineer applied skills
Hosting apps
- Deploying containers

Additional sources

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