Scalable Computing in Oceanography with Deepak Cherian

Deepak Cherian, a physical oceanographer and project scientist at the National Center for Atmospheric Research, joins Matt Rocklin and Hugo Bowne-Anderson to discuss scalable computing in oceanography and how he leverages Dask, Xarray, and terabyte-scale datasets to study the physics of oceans.

Notebook: https://github.com/dcherian/xarray-coiled-oceanography

00:00 Introducing Deepak Cherian!
06:10 What is physical oceanography?
09:40 Introducing Xarray and Dask in Python
16:55 Visualizing these large scale simulations
24:05 Reading entire sets of files as Xarray datasets
29:21 Dask + Xarray + Numba!
45:00 The wonders of map_blocks

Видео Scalable Computing in Oceanography with Deepak Cherian канала Coiled