Animating NFL Play by Play Data Using Matplotlib's FuncAnimation
Learn to create engaging data animations using matplotlib's FuncAnimation() with NFL play-by-play RFID data. Discover how animations enhance analysis, convey complex information, and build context in data visualization.
Understanding Attributes - They're Not Nearly as Boring as You Think
Explore Python attributes, their role in the language, and advanced concepts like properties and descriptors. Gain insights into attribute lookup, inheritance, and method behavior.
Why I Reimplemented Trio in a Game Engine
Explore structured concurrency in game development through Trio reimplementation in Wasabi2D, comparing solutions and demonstrating practical applications in game logic.
Build-a-Database with Python
Explore building a database from scratch using Python, covering interface creation, data storage, and indexing. Gain insights into database internals and optimization techniques.
Comparing the Different Ways to Scale Python and Pandas Code
Explore scaling Python and Pandas code with Fugue, a unified interface for distributed computing. Learn to execute functions across Pandas, Spark, and Dask for efficient data workflows.
D&D and G - A Daring Tale of Dungeons and Dragons and Also Graph
Explore graph algorithms through a D&D adventure! Learn to convert mazes and networks into graphs, and discover practical applications for 8 key algorithms in this intuitive, story-driven presentation.
Let's Talk About JWT
Explore JSON Web Tokens (JWTs), their applications in user tracking and API authorization, and learn best practices for safe implementation in your projects.
Leveraging a Custom CPython Data Model for High Performance
Explore high-performance microprocessor design using a custom CPython data model for efficient data analysis, visualization, and problem-solving in integrated circuit development.
GraphQL - The Devil's API
Explore GraphQL's advantages and pitfalls, learning optimization techniques for a flexible, high-performance interface. Discover best practices and when to use GraphQL effectively.
The Model Review - Improving Transparency, Reproducibility, and Knowledge Sharing
Explore implementing a Model Review process for ML models using MLflow, enhancing transparency, reproducibility, and knowledge sharing in machine learning development and deployment.
Pyodide - A Python Distribution for the Browser
Explore Pyodide: Run Python in browsers and Node.js using WebAssembly. Learn about porting packages, JavaScript-Python integration, and building serverless web apps with Python.
Securing Code with the Python Type System
Explore how Python's type system can enhance code security, from simple annotations to advanced tools, preventing vulnerabilities and enabling incremental improvements in project safety.
Will it Blend? Writing a Custom Constraint Solver for Blender with Cython
Explore fast optimization algorithms for geometric form-finding in Blender using Cython, improving Python performance while maintaining code readability and approachability.
VigNET - An Intelligent Camera App That Assists You
Explore VigNET, an intelligent camera app using Vision Language Transformer to assist visually impaired users. Learn about its implementation, deployment, and open-source code for building your own visual question answering application.
Productionize Research Oriented Code by Python
Discover strategies to transform research-oriented Python code into production-ready applications, focusing on modularization, refactoring, and best practices for robust, maintainable software.
Charlas - Laura Gutiérrez Funderburk: Reduciendo prejuicio en la inteligencia artificial
Aprende a identificar y reducir sesgos en modelos de IA para salud usando Python. Explora técnicas de evaluación de datos, entrenamiento de modelos y optimización con Fairlearn para mejorar la equidad en las predicciones.
Charlas - María Andrea Vignau: Bailo con tu sombra: Patch, stub, mock
Explora técnicas avanzadas de testing en Python: objetos simulados, patch, mock, y bibliotecas populares. Aprende a mejorar la calidad y eficiencia de tus pruebas unitarias.
Python + VPS Jupyter HUB - Notebook
Experiencia educativa innovadora que combina Python, Jupyter y VPS para enseñar programación y otras disciplinas de forma remota, accesible y práctica en el norte argentino.
Charlas - Marco Carranza: Estrategias para trabajar con datos a medida que estos crecen
Estrategias para procesar datos crecientes con recursos limitados, desde una sola máquina hasta clusters, utilizando Pandas, Pyspark, Vaex y Modin. Enfoque práctico para investigadores y startups.
Charlas - Marcelo Elizeche Landó: AyudaPy org De proyecto de fin de semana a movimiento ciudadano
Experiencia de transformar un proyecto de fin de semana en un movimiento ciudadano de ayuda social, utilizando Python y tecnologías open source. Desafíos, impacto y lecciones aprendidas.
Charlas - Uniendo a las comunidades hispanohablantes de Python
Descubre la iniciativa Python en Español, un esfuerzo colaborativo para unir comunidades hispanohablantes de Python, compartir recursos y superar barreras lingüísticas, facilitando el acceso y crecimiento de la comunidad.