An Overview of the Python Code Tool Landscape
27 min

An Overview of the Python Code Tool Landscape

PyCon - PyCon US 2023
Al Sweigart
python linting type-checking code-formatting static-analysis security-analysis ruff rust type-hints code-quality
OCR, Reconocimiento y Obtención de Información a Través de Imágenes
23 min

OCR, Reconocimiento y Obtención de Información a Través de Imágenes

PyCon - PyCon US 2023
Alison Orellana Rios
ocr optical-character-recognition image-recognition computer-vision python opencv tesseract pattern-recognition data-extraction machine-learning
The Wheelhouse of Horrors
25 min

The Wheelhouse of Horrors

PyCon - PyCon US 2023
Laszlo Kiss Kollar
python c-extensions binary-wheels packaging manylinux cibuildwheel data-science machine-learning native-code distribution
Supercharging Pipeline Efficiency with ML Performance Prediction
26 min

Supercharging Pipeline Efficiency with ML Performance Prediction

PyCon - PyCon US 2023
Boaz Wiesner Keren Meron
python celery kubernetes machine-learning pipeline-optimization data-pipelines performance-prediction autoscaling cloud-cost-optimization aws-spot-instances svms data-processing
Python on Android
27 min

Python on Android

PyCon - PyCon US 2023
Malcolm Smith
python android mobile-development programming-languages operating-systems build-tools gui-libraries binary-packages
A Pythonic Full-Text Search
26 min

A Pythonic Full-Text Search

PyCon - PyCon US 2023
Paolo Melchiorre
python django postgresql full-text-search web-development database search-engines performance architecture
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
Using Python to Help the Unhoused
21 min

Using Python to Help the Unhoused

PyCon - PyCon US 2023
Josh Weissbock Sheila Flood
python ngo-tools data-visualization web-dashboard social-media-analysis resource-allocation volunteer-tech community-projects
Getting Around the GIL: Parallelizing Python for Better Performance
31 min

Getting Around the GIL: Parallelizing Python for Better Performance

PyCon - PyCon US 2023
Alireza Farhidzadeh
python gil parallelization performance multiprocessing threading data-science cpu-bound concurrency multithreading
Robyn: An Async Python Web Framework with a Rust Runtime
25 min

Robyn: An Async Python Web Framework with a Rust Runtime

PyCon - PyCon US 2023
Sanskar Jethi
python rust web-framework async performance api-development community-building robyn
What's Old is New Again: Using Python's Import Machinery to Handle API Deprecations
32 min

What's Old is New Again: Using Python's Import Machinery to Handle API Deprecations

PyCon - PyCon US 2023
Ludovico Bianchi
python api-deprecation importlib python-internals backward-compatibility module-relocation package-maintenance codebase-restructuring
Too Big for DAG Factories?
30 min

Too Big for DAG Factories?

PyCon - PyCon US 2023
Calvin Hendryx-Parker
apache-airflow python dag-factories workflow-orchestration etl big-data ci-cd data-pipelines scheduling automation