Step-by-step labs that run on actual cloud services. Build pipelines, deploy models, ship AI agents. Keep the source code.
Every lab runs on actual AWS, GCP, or Snowflake. You see real consoles, real errors, real infrastructure.
Download the full working codebase for every lab. Reference it, modify it, use it in your portfolio.
Follow learning paths that take you from zero to job-ready. Each lab builds on the last.
Each lab walks you through a real-world project from start to finish.
Choose by domain, cloud provider, or difficulty level
Step-by-step instructions with code snippets and context
Create actual resources on AWS, GCP, or Snowflake
Download source code, reference it anytime, add to your portfolio
Sorted by enrollment. These are what people are actually building.
Curated sequences of labs that build on each other. Go from fundamentals to production-ready skills in the right order.
View Learning PathsNew labs every week. Start with 50 free credits.
Get Started Free