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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
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
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
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
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
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
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
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
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