Full Stack Data Science - How to Deploy AI Apps with Streamlit, Docker, and Hugging Face

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3.3 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

AI AI project AI app streamlit hugging face docker python deploy ml model AI agents openai cursor dockerfile

Full Transcript

Get the two skills Claude is missing: https://aibuilder.academy/free-skills/yt/Sx_MwcBQGOg Want your team using Claude? I run 1:1 and team AI workshops for companies doing $1M+ per year: https://aibuilder.academy/yt/Sx_MwcBQGOg Most AI projects never make it out of the laptop. Here, I share a simple way to deploy AI apps using Streamlit, Docker, and Hugging Face Spaces. 🤗 Running App: https://huggingface.co/spaces/shawhin/yt-agent-streamlit 💻 Example Code: https://github.com/ShawhinT/yt-agent-streamlit Resources [1] https://huggingface.co/spaces Intro - 0:00 No Users, No Impact - 0:55 Deploying Your App - 1:42 Step 1: Building a Frontend - 2:33 Step 2: Docker Container - 6:57 Step 3: Deploy App! - 12:51 Environment Secrets - 18:32

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