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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
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
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
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
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
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
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
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
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