Consistency and Isolation for Python Programmers
Explore database isolation levels and consistency in distributed systems. Understand tradeoffs between anomalies, parallelism, and latency using Python simulations. Make informed decisions for confident database usage.
Kill All Mutants! - Intro to Mutation Testing
Discover mutation testing to enhance your test suite's effectiveness. Learn its principles, benefits, and implementation across various programming languages.
Next Level Machine Learning with TinyML and Python
Explore TinyML: machine learning on microcontrollers. Learn about hardware options, frameworks, and real-world applications in agriculture, health, ecology, and more using Python for embedded systems.
Working Around the GIL with Asyncio
Explore asyncio and shared memory techniques to overcome GIL limitations, enhancing CPU-intensive data processing performance across macOS and Windows Subsystem for Linux.
Pythonic Functional - Itertools for Your Data Challenges
Explore Python's functional programming capabilities for data challenges, focusing on itertools, functools, and map-reduce patterns through interactive Advent of Code puzzles.
Generators, Coroutines and Nanoservices
Explore generators, coroutines, and nanoservices in Python. Learn lesser-known aspects like the "send" method and "yield from" syntax. Discover practical applications and when to use these powerful features in your code.
Ergonomic Codesigning for the Python Ecosystem with Sigstore
Explore Sigstore's integration into Python packaging, covering cryptographic fundamentals, security models, and the benefits of codesigning without long-term key material for developers and users.
Async - Scaling Structured Concurrency with Static and Dynamic Analysis
Exploring structured concurrency in async Python: advantages, error handling, timeouts, and tools for reliable code. Learn static and dynamic analysis techniques to write efficient async programs.
Why You Should Care About Open Source Supply Chain Security
Explore open source supply chain security, understanding vulnerabilities, attack vectors, and protective measures. Learn to evaluate dependencies and implement safeguards against potential threats.
Improving Debuggability of Complex Asyncio Applications
Explore advanced debugging techniques for complex asyncio applications, focusing on observability and reproducibility in production environments using aiomonitor-ng.
Unit Testing con Pytest
Aprende a escribir pruebas unitarias efectivas con pytest, incluyendo buenas prácticas, mocks y características avanzadas para mejorar la calidad del código.
Salvemos los pingüinos con el green computing
Descubre el green computing y su impacto ambiental. Aprende estrategias para reducir la huella ecológica en data centers y programación con Python, contribuyendo a un futuro digital más sostenible.
Charlas - Oscar Cortez: Modernizando tu paquete Python con pyproject y hatch
Explora la evolución del empaquetamiento en Python, desde distutils hasta pyproject.toml y hatch, analizando el estado actual y mejorando el flujo de trabajo para distribuir aplicaciones eficientemente.
Biohacking con Python - cómo convertirse en el señor Burns fluorescente
Explora la sinergia entre ingeniería genética y Python, desde conceptos básicos hasta edición de ADN con CRISPR, para aplicaciones cómicas y médicas.
Charlas: Resolviendo crimenes con Python mediante el Procesamiento del Lenguaje Natural (NLP)
Descubre c ómo el procesamiento del lenguaje natural y el aprendizaje automático con Python ayudan a resolver crímenes como el grooming, agilizando el análisis forense de conversaciones digitales.
Jaguares y Serpientes
Uso de Python y ArcPy para analizar datos de telemetría en la conservación de jaguares, combinando tecnología y ecología para entender y proteger esta especie.
Three Musketeers - Sherlock Holmes, Mathematics and Python
Explore how mathematics and Python can be used to solve crime mysteries, inspired by Sherlock Holmes. Learn to apply statistical concepts and Python libraries to tackle forensic puzzles and hypothetical cases.
Using Python and PyQgis to Make Cool Maps
Explore creating map animations from temporal location data using Python and QGIS. Learn PyQgis Temporal API, scripting, building standalone applications, and developing plugins for enhanced map-making capabilities.
Create Interactive Games Using MicroPython and Electronics
Learn to create interactive games with MicroPython and micro:bit, exploring push buttons, accelerometer sensors, and LED displays. Includes examples like Chase the Dot, Genius, and Car Crash.
Working with Time Zones - Everything You Wish You Didn't Need to Know
Explore Python's time zone handling, including zoneinfo module, ambiguous times, DST transitions, and datetime's fold attribute. Learn to navigate complex scenarios in working with time zones.
Introducing Incompatible Changes in Python
Explore Python's evolution, focusing on introducing incompatible changes, lessons learned from Python 2 to 3 transition, and future plans for a stable ABI and improved compatibility.