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Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.
29 min

Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.

PyCon - PyCon US 2023
Jodie Burchell
python numpy linear-algebra performance vectorization algorithms scientific-computing data-analysis
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
Catching Tensor Shape Errors without Running Your Code
27 min

Catching Tensor Shape Errors without Running Your Code

PyCon - PyCon US 2023
Pradeep Srinivasan
machine-learning tensor-shapes type-checking python numpy pytorch debugging static-analysis ml-development broadcasting
Three Musketeers: Sherlock Holmes, Mathematics and Python
36 min

Three Musketeers: Sherlock Holmes, Mathematics and Python

PyCon - PyCon US 2023
Gajendra Deshpande
python forensics mathematics data-analysis statistics probability trigonometry graph-theory scipy numpy matplotlib benford-law hashing digital-forensics
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
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
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
Power up your work with compiling and profiling
1h 34m

Power up your work with compiling and profiling

PyCon - PyCon US 2023
Cheuk Ting Ho
python numba jit-compiler profiling performance-optimization numerical-computing data-science numpy optimization
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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