Awesome Modern Web Testing with Playwright
Learn to build a Python test automation project using Playwright and pytest. Covers installation, configuration, interactions, and advanced features for efficient web app testing across different browsers.
Assessing and Mitigating Unfairness in AI Systems
Learn to assess and mitigate fairness issues in AI systems, focusing on healthcare disparities. Hands-on practice with Fairlearn library to evaluate and improve ML model performance across racial groups.
MQTT - A Pythonic Introduction to the Protocol for Connected Devices
Pythonic introduction to MQTT protocol for connected devices. Learn basic concepts, code examples in CPython and Micropython, and explore use cases in automation and microcontrollers.
Supercharge Your Python Development Environment with VS Code + Dev Container
Enhance Python development with VS Code and Dev Containers for a streamlined, portable, and efficient coding experience. Learn to set up and leverage these powerful tools.
How Pydantic V2 Leverages Rust's Superpowers
Explore how Pydantic V2 utilizes Rust to enhance performance, extensibility, and maintainability in data validation. Learn about architecture changes and real-world trade-offs in combining Python and Rust.
Charlas - Judite Cypreste: Cómo Python puede ayudar a monitorear gobiernos
Descubre cómo Python se utiliza en Brasil para monitorear al gobierno, promover la transparencia y combatir la desinformación en un contexto de desafíos democráticos.
An Overview of the Python Code Tool Landscape 2023
Comprehensive overview of Python static code analysis tools, including linters, type checkers, and formatters. Introduces beginners to type hints and highlights the fast Rust-based linter Ruff.
Charlas - Alison Orellana Rios: OCR, Reconocimiento y obtención de información a través de imágenes
Explora el reconocimiento de patrones y texto en imágenes usando OpenCV y Tesseract con Python. Aprende técnicas de visión artificial aplicables en industrias como automoción, robótica y procesamiento de datos.
The Wheelhouse of Horrors
Explore the challenges of building binary wheels for Python extensions, common pitfalls, and solutions. Learn about manylinux standards and the cibuildwheel project for automated wheel distribution.
Introduction to Property-Based Testing
Discover property-based testing with Hypothesis to write more robust and effective tests. Learn to define input strategies, create generalized tests, and uncover hidden bugs in your Python code.
Intro to Hugging Face - Fine-Tuning BERT for NLP Tasks
Hands-on tutorial for fine-tuning BERT models using Hugging Face and PyTorch. Learn to adapt pre-trained NLP models for sentiment analysis, gaining practical skills in deep learning and confidence in navigating open-source tools.
Closing Ceremony
Wrap up the Python community's biggest event with highlights, reflections, and a look ahead to future gatherings in this celebratory finale.
Supercharging Pipeline Efficiency with ML Performance Prediction
Optimizing data pipeline efficiency using machine learning to predict task duration and resource requirements, enabling dynamic queue allocation and autoscaling for improved performance and cost-effectiveness.
Python on Android
Exploring Python development on Android: challenges, opportunities, and tools for mobile app creation. Learn about build tools, GUI libraries, and options for running Python on the world's most popular OS.
A Pythonic Full-Text Search
Implement efficient full-text search on Django websites using PostgreSQL, avoiding complexities of external search engines. Learn to enhance content accessibility and improve search functionality.
Skynet 101 - How to Keep Your Machine Learning Code From Getting Away From You
Discover how to apply Test-Driven Development to machine learning projects, from data analysis to building recommendation engines, using Python libraries and Jupyter Notebooks.
Getting Around the GIL - Parallelizing Python for Better Performance
Explore techniques to parallelize Python code, overcoming GIL limitations for improved performance in data processing and CPU-bound tasks.
Using Python to Help the Unhoused
Learn how volunteers use Python to assist an NGO in Victoria, BC, in supporting the unhoused through social media monitoring and resource allocation optimization.
Robyn - An Async Python Web Framework with a Rust Runtime
Explore Robyn, a high-performance async Python web framework with a Rust runtime. Learn its creation, technical decisions, performance benefits, and community-driven development.
Using Python's Import Machinery to Handle API Deprecations
Explore Python's importlib to manage API deprecations, redirecting modules and attributes for backward compatibility while restructuring codebases. Learn techniques for seamless transitions in software projects.
Too Big for DAG Factories?
Learn to scale data workflows using Apache Airflow, covering dynamic DAG generation, automation, and best practices for managing big data pipelines. Suitable for beginners and intermediate developers.