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
The Lost Art of Diagrams: Making Complex Ideas Easy to See with Python
28 min

The Lost Art of Diagrams: Making Complex Ideas Easy to See with Python

PyCon - PyCon US 2023
Tadeh Hakopian
python diagrams technical-communication visualization project-architecture documentation visual-content software-development
The Creative Art of Algorithmic Embroidery
24 min

The Creative Art of Algorithmic Embroidery

PyCon - PyCon US 2023
Marie Roald Yngve Mardal Moe
python creative-coding generative-art algorithmic-embroidery turtle-library recursion randomness computer-art textile-art pattern-generation
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
So Much Depends Upon... Your Python App's Dependencies
31 min

So Much Depends Upon... Your Python App's Dependencies

PyCon - PyCon US 2023
Mario Munoz
python dependency-management pdm packaging software-development project-management security predictability
Approaches to Fairness and Bias Mitigation in Natural Language Processing
31 min

Approaches to Fairness and Bias Mitigation in Natural Language Processing

PyCon - PyCon US 2023
Angana Borah
natural-language-processing nlp bias-mitigation machine-learning ai deep-learning transformer-models bert gpt ai-ethics
Oh no! My regex is causing a Denial of Service! What can I do about it?
31 min

Oh no! My regex is causing a Denial of Service! What can I do about it?

PyCon - PyCon US 2023
Guillaume Dequenne Quazi Nafiul Islam
regex regular-expressions redos denial-of-service performance-optimization static-analysis python backtracking
What framework should I use for web testing?
32 min

What framework should I use for web testing?

PyCon - PyCon US 2023
Pandy Knight
web-testing selenium cypress playwright ui-testing automated-testing python frontend-development qa test-frameworks
How we are making CPython faster. Past, present and future.
30 min

How we are making CPython faster. Past, present and future.

PyCon - PyCon US 2023
Mark Shannon
cpython performance optimization python interpreter programming-languages compiler runtime
Creating USB gadgets with Python
28 min

Creating USB gadgets with Python

PyCon - PyCon US 2023
Michał Gałka
python usb raspberry-pi linux embedded-systems hardware-hacking iot gpio
Software Security and Slippery Slopes: How to Elevate an Entire Ecosystem at Scale
28 min

Software Security and Slippery Slopes: How to Elevate an Entire Ecosystem at Scale

PyCon - PyCon US 2023
Dustin Ingram
software-security open-source python ecosystem-security supply-chain-security package-management security-best-practices automation vulnerability-management two-factor-authentication
PyScript and the Magic of Python in the Browser
44 min

PyScript and the Magic of Python in the Browser

PyCon - PyCon US 2023
Fabio Pliger
python pyscript web-development javascript browser programming-languages object-oriented-programming code-reuse functional-programming