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Phase 18: Low-Code AI Tools — Start Here¶

Build and deploy AI applications quickly — Gradio demos, Streamlit dashboards, HuggingFace Spaces, and AutoML platforms.

Why Low-Code Matters¶

Getting AI into users’ hands fast is often more valuable than perfect engineering. These tools let you prototype in minutes and share publicly for free.

Notebooks in This Phase¶

Notebook	Topic
`01_gradio_basics.ipynb`	Gradio — instant AI UIs with one function
`02_streamlit_apps.ipynb`	Streamlit — data apps with pure Python
`03_huggingface_spaces.ipynb`	Deploy to HF Spaces (free hosting)
`04_automl_platforms.ipynb`	AutoML: H2O, AutoGluon, FLAML
`05_end_to_end_project.ipynb`	Build + deploy a complete AI app

Tool Comparison¶

Tool	Best For	Deploy Where
Gradio	ML demos, model showcases	HF Spaces, local
Streamlit	Data dashboards, internal tools	Streamlit Cloud, local
HF Spaces	Public model demos	huggingface.co/spaces
AutoML	Non-experts building classifiers	Local, cloud

Prerequisites¶

Python basics (Phase 01)
Any LLM or ML model to wrap

Learning Path¶

01_gradio_basics.ipynb           ← Fastest way to a demo
02_streamlit_apps.ipynb
03_huggingface_spaces.ipynb      ← Deploy for free
04_automl_platforms.ipynb
05_end_to_end_project.ipynb      ← Capstone project