Skip to content
Global sound
Talk Python To Me

Talk Python To Me

#519: Data Science Cloud Lessons at Scale

· 1 h 2 min · Episode 519

Show notes

Today on Talk Python: What really happens when your data work outgrows your laptop. Matthew Rocklin, creator of Dask and cofounder of Coiled, and Nat Tabris a staff software engineer at Coiled join me to unpack the messy truth of cloud-scale Python. During the episode we actually spin up a 1,000 core cluster from a notebook, twice! We also discuss picking between pandas and Polars, when GPUs help, and how to avoid surprise bills. Real lessons, real tradeoffs, shared by people who have built this stuff. Stick around.

Website: talkpython.fm

Live, last hour: 2,167 songs on 7,706 stations in 142 countries

Discover the world through radio

More ways to discover (9)

Heard something good? Save it, or open it straight away in Spotify.

Radio 538 luisteren - Live!Popular right now