PyData Budapest Online Meetup 2.

Join us to hear about flying Pandas! Our special guest will be Ian Ozsvald, Data Scientist and PyData London co-founder.

1. Welcome notes - Bence Arató, BI Consulting
   https://www.linkedin.com/in/bencearato/

2. "Making Pandas Fly" - Ian Ozsvald
   Larger datasets can't fit into RAM - suddenly you can't use Pandas any
   more - but we need to analyse that data! First we'll review techniques
   to compress our data (maybe cutting our DataFrame RAM usage in half!)
   so we can process more rows using regular Pandas. Next we'll look at
   clever ways to make common operations run faster on DataFrames
   including dropping down to numpy, compiling with Numba and running
   multi-core. Finally for still-larger datasets we'll review Dask on
   Pandas and the new Vaex competitor solution.

This talk is inspired by Ian's work updating his O'Reilly book High
Performance Python to the 2nd edition for 2020. Ian is the co-founder
of the PyDataLondon meetup with over 11,000 members, he also teaches
virtually on topics including Higher Performance Python and Software
Engineering for Data Scientists.
https://ianozsvald.com/

Schedule:
18:00 "Doors" Open
18:10 Talks begin
18:40 Questions and answers

For discussion please join the PyData Budapest Slack community:
https://join.slack.com/t/pydatabudapest/shared_invite/zt-d8w40qqe-OOnCKle_6AVQAG6MfC845w

This is an English speaking event.