~/lightning

LIGHTNING TALKS

on YouTube 45m
Lightningat PyData London 2025 · on Friday, 2025-06-06· [machine-learning]

speaker

name:none on file

resources

video:https://youtu.be/d5HPpKXD5wA
slides:none on file

summary

Lightning talks run five minutes each and hit concrete takeaways: GPU Python pathway advice with CuPy and RAPIDS and reusable CUDA kernels plus an Accelerated Computing Hub and free DLI course; a topic‑modeling pipeline using LLM embeddings that labels trends and finds 80% novel talks across 2016–2025; a 78‑card tarot experiment feeding GPT that produced actionable advice; meetup platform failures and migration strategies; Jupytext paired notebooks for script/output sync; pandas autocorrelation showing 12‑ and 6‑month peaks; PowerBI + scikit‑learn via pickled models; and the reminder to actually read errors.

AI-written summary · about

chapters (10)

  1. 0:00Lightning talks format
  2. 1:29Python on GPU with CUDA
  3. 7:09Talk novelty with LLMs
  4. 11:41AI tarot for customer service
  5. 18:33Meetup platform decline
  6. 24:59Jupytext for Jupyter
  7. 33:41Pandas autocorrelation
  8. 39:02Power BI with Python
  9. 42:15Read the error message
  10. 44:44Closing and Q&A

related talks

~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.