Lightning Talks

on YouTube ↗48m

" summary

Six lightning talks cover concrete work and results: a DialogDroids NLP platform running in the cloud only for now; a tutorial that requires Docker installed beforehand; a matplotlib + PyQt GUI that becomes fast by using animation and background blitting; a tiny conda autoactivate script that sources envs on cd; pandas categorical dtype that speeds a taxi-groupby from 140ms to 20ms; an AutoML submission that places third in a blind competition.

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" chapters (9)

1. 0:00Lightning talks intro
2. 3:45Dialog Droids human interface automation
3. 6:51Docker tutorial setup
4. 9:23Stefan Portz GUI data apps
5. 15:58Stefan cond autoactivate
6. 19:41Matthew pandas categorical boost
7. 26:25Tad Steiner AutoML
8. 35:37Mike PSF community support
9. 41:00Q&A

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