Why Authorization is Hard
Explore the complexities of implementing authorization in applications, covering enforcement, decision architecture, and modeling. Learn approaches and tradeoffs for each area.
How to Succeed with Python Across the Enterprise
Discover how Bloomberg successfully integrated Python across its enterprise, focusing on community-driven initiatives, technical support, and cultural shifts to promote widespread adoption.
Best Practices for Continuous Integration in Python
Explore best practices for Python continuous integration, focusing on timely and accurate developer feedback across various CI systems. Learn to optimize configurations for speed and precision.
Bootstrapping Your Local Python Environment
Discover best practices for Python environment setup, including proper installation, version management with pyenv, and essential add-ons for repeatable and efficient development workflows.
Finding Penguins with a Snake - Linux Features for a Python User
Explore Linux features through Python APIs, including processes, named pipes, fork, exec, inodes, and signals. Enhance your understanding of OS capabilities using Python's standard library.
A Perfect Match - The History, Design, Implementation, and Future of Python's Structural Pattern Matching
Explore Python 3.10's structural pattern matching: its history, design, implementation, and future. Learn powerful object-oriented approaches and practical applications for this functional programming feature.
Better Air, Better Health - Creating an Indoor Air Quality Monitoring System
Learn to build an indoor air quality monitoring system using Python, sensors, and machine learning to predict CO2 levels and improve your home environment.
Open Source, Python Based Tools for Data Privacy
Explore open-source Python tools for integrating data privacy into software development, improving trustworthiness and efficiency in handling personal data across various infrastructures.
When to Refactor Your Code into Generators and How
Explore refactoring loop constructs into generator functions for more maintainable and Pythonic code, using Fibonacci sequence variations as an example.
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.
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.
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.
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.
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.
Reconocimiento de Figuras con Visión Artificial
Aprende a identificar figuras y elementos usando OpenCV para visión artificial. Explora algoritmos de procesamiento de imágenes y sus aplicaciones en industria, salud y control de calidad.
Charlas - Programacion Reactiva - Navegando en el mundo de la asincronia con RxPy
Explora la programación reactiva con RxPy para mejorar el rendimiento y la asincronía en aplicaciones Python complejas, facilitando la creación, filtrado y unificación de flujos de datos.
Charlas - Kin Gutierrez Olivares/Federico Garza Ramirez: Nixtla: Deep Learning para pronóstico
Introducción a Nixtla, una librería de Python para pronóstico de series temporales con deep learning. Explora modelos avanzados, aplicaciones comerciales y mejores prácticas para entrenamiento y despliegue.
Localize Your Open Source Documentation - A Kubernetes Case Study
Scaling open source documentation localization: Kubernetes' journey from zero to eleven languages, covering tools, workflows, standards, and community conduct for successful project localization.