Oops! I Became an Open Source Maintainer
Journey from open source contributor to maintainer: challenges, lessons learned, and advice for aspiring contributors and maintainers in the Python community.
Cuándo Usar Extensiones Nativas en Rust - Rendimiento Accesible y Seguro
Explora el uso de extensiones nativas en Rust para mejorar el rendimiento de Python, ofreciendo seguridad y accesibilidad. Aprende cuándo implementarlas basado en la experiencia del proyecto Pants.
Writing Good Documentation for Developers
Learn to create effective developer documentation that serves as marketing, defines your product, and acts as a user interface. Discover key strategies for different doc types and user engagement.
CHARLAS / María José Meneses / Restauración de imágenes multiespectrales con GAN
Método de restauración basado en GAN para imágenes multiespectrales con corrupciones aleatorias, generando resultados visualmente aceptables y preservando datos valiosos.
Restarting Pyjion - A General Purpose JIT for Python - Is It Worth It?
Explore the revival of Pyjion, a JIT compiler for CPython, and its potential for significant performance gains. Learn about design ideas, optimizations, and future prospects for Python JIT compilation.
Narrative-Focused Video Games Development with Ren'Py - An Open Source Engine
Explore narrative-focused game development using Ren'Py, an open-source engine for visual novels. Learn about industry insights, Python integration, and creating commercial games as an indie developer.
CHARLAS - Tracing Distribuido con OpenTelemetry
Explora el tracing distribuido con OpenTelemetry: conceptos, instrumentación automática y demostración práctica para monitorear sistemas distribuidos eficientemente.
Learning Python During Lockdown - A Surprising Bonding Experience with My Child
A mother's journey mentoring her teenager in Python during lockdown, offering insights on problem-solving, planning, testing, debugging, and community support for new programmers.
Event-Driven Applications - Apache Kafka and Python
Explore event-driven applications using Apache Kafka and Python. Learn about Kafka's capabilities, integration techniques, and real-time data streaming for modern application development.
Reproducible and Maintainable Data Science Code with Kedro
Discover how Kedro, an open-source Python framework, transforms experimental data science code into production-ready ML pipelines, emphasizing reproducibility, maintainability, and modularity.
Creating Extensible Workflows with Off-Label Use of Python
Discover how to create flexible yet constrained workflow systems using Python's type annotations, coroutines, and dataclasses for extensible APIs in data processing, ETL, CI/CD, and more.
CHARLAS / Luis Conejo / GitHub Classroom: Una herramienta simple para la enseñanza de Python
Descubre cómo GitHub Classroom mejora la enseñanza de Python, sus ventajas sobre repositorios únicos y su impacto positivo en el aprendizaje de los estudiantes.
Patterns of ML Models in Production
Explore ML model deployment patterns for production, covering online serving, offline processing, and scalable frameworks like Ray Serve, with insights from 100+ user interviews.
0 to Production-Ready - A Best-Practices Process for Docker Packaging
Learn a prioritized, iterative process for Docker packaging, focusing on security, automation, correctness, and optimization to create production-ready Python applications efficiently.
Data Processing on Ray
Explore Ray's architectural changes for scaling Python applications in machine learning and data processing, addressing challenges in large-scale workloads.
From NumPy to PyTorch - A Story of API Compatibility
Explore PyTorch's approach to NumPy compatibility, its importance, challenges, and necessary divergences in this insightful discussion on API design and data science workflows.
From 3 to 300 FPS - NES Emulation in Python and Cython
Explore NES emulation in Python, from slow beginnings to 300+ fps using Cython. Learn optimization techniques and challenges in achieving real-time performance.
El Zen de Python en español
Explorando los principios filosóficos del "Zen de Python" en español, contextualizando cada concepto para una comprensión profunda del lenguaje y su diseño.
Generate Buzz with Realtime FM Audio Synthesis
Explore realtime FM audio synthesis in Python, covering signal flow, generators, envelopes, and event loops to create dynamic, multi-note synthesizer sounds.
Effective Data Visualization
Mastering data visualization: from choosing plots to preprocessing datasets. Learn to effectively communicate data using Python libraries like seaborn, matplotlib, and plotly. Covers density estimation, dimensionality reduction, and interactive plotting.
Introduction to Decorators - Power UP Your Python Code
Explore Python decorators: learn how functions work as first-class objects, create custom decorators, and enhance your code's capabilities. Boost your efficiency as a Python programmer.