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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

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Bootcamp access

Lo que aprenderás

✓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

¿Para quién es?

  • •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

Requisitos

  • •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

Course content

1Módulo 1: Introducción a Docker y Por Qué AI Lo Necesita — Guía para el Creador8 lessons
2Módulo 2: Images y Containers — Guía para el Creador8 lessons
3Módulo 3: Volumes, Networking y Registries — Guía para el Creador8 lessons
4Módulo 4: Containerizando Python AI Apps — Guía para el Creador8 lessons
5Módulo 5: Docker Compose — Multi-Container Stacks — Guía para el Creador8 lessons
6Módulo 6: Patterns Específicos para AI — Guía para el Creador8 lessons
7Módulo 7: Best Practices y Security — Guía para el Creador8 lessons
8Módulo 8: Proyecto Integrador — AI Stack Production-Ready — Guía para el Creador8 lessons
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