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Docker Essentials Guide
Master Docker for AI applications: build optimized images, containerize FastAPI + LLM apps, orchestrate multi-service stacks with Docker Compose (API + ChromaDB + Redis), and apply production best practices including multi-stage builds, secrets management, and health checks. Your gateway to production deployment.
- 64
- lessons
- 8
- modules
- English · Spanish
- available in
- Yes
- certificate
- Free
- access
Outcomes
What you'll be able to do
- Understand Docker architecture and run your first containers
- Write Dockerfiles that build optimized images for Python AI applications
- Manage persistent data with volumes and connect containers via networking
- Containerize FastAPI + OpenAI apps with proper secrets and environment management
- Orchestrate multi-service AI stacks with Docker Compose (API + ChromaDB + Redis)
- Apply multi-stage builds to reduce AI image sizes from 2GB to 200MB
- Implement security best practices: non-root users, secrets management, image scanning
- Build production-ready AI stacks with health checks and restart policies
Before you start
What you need to bring
It's for you if...
- AI Engineers who need to containerize their applications for team collaboration and deployment
- Backend developers building AI features who need reproducible development environments
- Developers transitioning from local development to production deployment workflows
- Teams that want consistent environments across development, staging, and production
- Anyone following the AI Engineering Path who needs Docker for CI/CD and cloud deployment
Requirements and materials
- Python intermediate (used throughout the AI Engineering Path)
- Experience building REST APIs with FastAPI (Guide #3)
- Basic command line proficiency (navigation, files, permissions)
- No prior Docker experience required
Content
The syllabus, module by module
Open any of them to see its lessons.
Where it fits
This guide is part of something bigger
It's studied inside these programs, with support and dates.
Common questions
What people usually ask
No limit. It's a free guide: come in whenever you like, as often as you like.
No. Modules run from easier to harder, but you can jump to the one you need. Progress is saved per lesson.
Whatever is needed is listed under “What you need to bring”, above. If nothing is listed there, you can start from zero.
In the Club's WhatsApp group, and every two weeks there's a live with an instructor where questions get worked through.
Yes. It's issued automatically once you finish every lesson, with a verifiable code you can share on LinkedIn.
No. This guide is self-paced with no dates. The bootcamp is live, by cohort, with work someone reviews.
Start whenever you like
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