What to Do When the Bug Is in Someone Else's Code
Strategies for handling bugs in external libraries: workarounds, monkey patching, vendoring, and forking. Learn to navigate and resolve issues when the problem lies outside your codebase.
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.
How We Standardized Editable Installs - PEP 660 vs PEP 662
Explore the journey to standardize editable installs in Python packaging, from competing PEPs to the final consensus, and learn about the options considered and the ultimate solution.
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 the Open Source Software Supply Chain
Explore tools and best practices for securing the open-source software supply chain, addressing vulnerabilities, and enhancing trust in the ecosystem. Learn about recent developments and future improvements.
Write Docs Devs Love - Ten Tips to Level Up Your Tech Writing
Discover 10 essential tips to enhance your technical writing skills and create documentation that developers will love, from clarity and inclusivity to effective code samples.
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.
Who Said Wrangling Geospatial Data at Scale was Easy?
Explore efficient methods for handling large-scale geospatial data, focusing on xarray-spatial, RTXpy, and Microsoft Planetary Computer for improved analysis and processing.
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 - Ariel Ortiz: Match case para principiantes
Introducción al nuevo mecanismo de control de flujo "match case" en Python 3.10, explorando sus ventajas y aplicaciones prácticas para búsquedas de coincidencias estructurales.