How Python is Behind the Science of the James Webb Space Telescope
32 min

How Python is Behind the Science of the James Webb Space Telescope

PyCon - PyCon US 2023
Erik Tollerud
python astronomy james-webb-space-telescope jwst scientific-ecosystem open-source infrared-astronomy data-analysis space-exploration
Eroding Coastlines: A Geospatial & Computer Vision Analysis
1h 35m

Eroding Coastlines: A Geospatial & Computer Vision Analysis

PyCon - PyCon US 2023
Kevin Lacaille Mansi Shah
geospatial-analysis computer-vision python satellite-imagery coastal-erosion data-analysis raster-data digital-image-processing numpy matplotlib opencv
Getting Started with Polars
2h 15m

Getting Started with Polars

PyCon - PyCon US 2023
Matt Harrison
polars pandas data-analysis python data-frames data-manipulation performance memory-optimization rust arrow data-science type-casting
Data of Unusual Size: Interactive Visualization
3h 7m

Data of Unusual Size: Interactive Visualization

PyCon - PyCon US 2023
Pavithra Eswaramoorthy Dharhas Pothina
python pandas dask hvplot interactive-visualization big-data data-science cloud-computing data-analysis data-processing
Feature Engineering is for Everyone!
2h 17m

Feature Engineering is for Everyone!

PyCon - PyCon US 2023
Leah Berg Ray McLendon
machine-learning data-science data-analysis nlp text-analysis data-visualization pandas python google-colab one-hot-encoding tf-idf
Data analysis with SQLite and Python
2h 46m

Data analysis with SQLite and Python

PyCon - PyCon US 2023
Simon Willison
sqlite python data-analysis sql sqlite-utils datasette database json csv api command-line-interface web-application
I Don't Want to Be a Python Expert
26 min

I Don't Want to Be a Python Expert

PyCon - PyCon US 2023
James Powell
python generators iterators design-patterns api-design data-analysis scientific-computing data-engineering scipy numpy pandas xarray