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Module 10 of 1610 min read5 sub-lessons Docs view

Module 10: Deploying AI Apps

Deploy Streamlit, FastAPI, and Next.js AI apps for free or cheap. Cover Streamlit Cloud, Hugging Face Spaces, Vercel, Railway, secrets, logging, and cost guards.

Module 10: Deploying AI Apps

What this module gives you

Get any AI app you build live on the internet, securely and cheaply. Cover the four free and cheap platforms beginners actually need.

Skills you will pick up

  • Deploying Streamlit, Gradio, FastAPI, Next.js AI apps
  • Managing API keys and secrets in production
  • Setting up monitoring and basic logs
  • Cost guards and rate limiting
  • Choosing a platform for the right reasons

Why it matters in production

A non-deployed project is invisible to recruiters, users, and your future self. Owning deployment is the difference between "I learned AI" and "I shipped AI".

Lessons in this module

  1. 1

    Lesson 10.1

    The 4 platforms beginners should know

    2 min
  2. 2

    Lesson 10.2

    Streamlit Cloud and Hugging Face Spaces in depth

    2 min
  3. 3

    Lesson 10.3

    Vercel for Next.js AI apps

    2 min
  4. 4

    Lesson 10.4

    Railway for FastAPI backends

    2 min
  5. 5

    Lesson 10.5

    Secrets, logging, monitoring, cost guards

    2 min

Recap

You can deploy any of the four common AI app types to the right platform, with secrets, logs, and cost guards in place. You ship production-ready code now.

Ready to start?

Open Lesson 10.1: The 4 platforms beginners should know

Start first lesson