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Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
27 min

Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You

PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning python test-driven-development tdd data-analysis data-cleaning scikit-learn pandas jupyter-notebooks pytest recommendation-engines
It Might Look Normal But This Distribution Will Ruin Your Stats
29 min

It Might Look Normal But This Distribution Will Ruin Your Stats

PyCon - PyCon US 2023
Allan Campopiano
python statistics data-science robust-statistics data-analysis hypothesis-testing statistical-modeling data-visualization numpy pandas deepnote
Trying No GIL on Scientific Programming
30 min

Trying No GIL on Scientific Programming

PyCon - PyCon US 2023
Cheuk Ting Ho
python gil scientific-programming data-science performance multithreading cpu-bound sam-gross cpython pca clustering scikit-learn pandas
Building NumPy Arrays from CSV Files, Faster than Pandas
27 min

Building NumPy Arrays from CSV Files, Faster than Pandas

PyCon - PyCon US 2023
Christopher Ariza
python numpy pandas csv data-processing c-extensions performance data-modeling data-analysis staticframe
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
Exploring Eco topics with Python
2h 59m

Exploring Eco topics with Python

PyCon - PyCon US 2023
Chiin-Rui Tan
python numpy pandas matplotlib networkx geopandas xarray rioxarray jupyter-notebooks data-visualization network-analysis
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
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

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