"Lightning Talks"
summary
Quick hits and working demos: a dataset library provides declarative datasets with caching via decorators so intermediate steps run once and dependencies are explicit; a Streamlit demo spins up a chat UI using Llama 3—Streamlit + Llama 3 chat in ~5s; inspect usage shows inspect.signature, getcallargs and stack/frame inspection for logging and docgen; a Django site models college baseball rosters, draft/transfer transactions and produces a live roster page; a small script converts pip list into a Graphviz dependency graph; community notes: Black Python ~600 members and Video.org archives talks back to 2010.
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chapters (14)
- 0:00Lightning talks intro
- 5:25Lea for data processing
- 7:04Gen AI apps with Streamlit
- 12:42Python inspect for debugging
- 17:00Python learning after stroke
- 25:03Text mining with NLTK & SpaCy
- 31:13College baseball with Django
- 35:58Python for non-native speakers
- 40:50Python Plus Auto Racing
- 46:26Jupyter widgets fun
- 49:16Recurse Center meetup rules
- 54:49Python package dependencies with Graphviz
- 59:50Black Python Devs growth
- 1:05:25Finding Python videos on PyVideo
