Using Python to Help the Unhoused
Learn how volunteers use Python to assist an NGO in Victoria, BC, in supporting the unhoused through social media monitoring and resource allocation optimization.
Robyn - An Async Python Web Framework with a Rust Runtime
Explore Robyn, a high-performance async Python web framework with a Rust runtime. Learn its creation, technical decisions, performance benefits, and community-driven development.
Using Python's Import Machinery to Handle API Deprecations
Explore Python's importlib to manage API deprecations, redirecting modules and attributes for backward compatibility while restructuring codebases. Learn techniques for seamless transitions in software projects.
Vectorize Using Linear Algebra and NumPy to Make Your Python Code Fast
Learn to optimize Python code using linear algebra and NumPy vectorization techniques. Discover how to replace inefficient loops with fast NumPy operations, significantly improving performance while maintaining readability.
The Lost Art of Diagrams - Making Complex Ideas Easy to See with Python
Explore visual communication techniques to simplify complex ideas using Python. Learn to create effective diagrams, charts, and illustrations for project concepts, architecture, and workflows.
It Might Look Normal but This Distribution Will Ruin Your Stats
Explore a deceptive non-normal distribution that mimics normality, its prevalence in nature, and its impact on hypothesis testing. Learn about robust statistics and their applications in data analysis.
So Much Depends Upon Your Python App's Dependencies
Explore Python dependency management tools and their benefits for project predictability, sustainability, security, and simplicity. Learn to use pdm for effective dependency handling.
Oh No! My Regex Is Causing a Denial of Service! What Can I Do About It?
Explore regex performance issues, including ReDoS, with practical examples. Learn to detect problematic expressions, improve performance, and defend against malicious inputs using static analysis techniques.
What Framework Should I Use for Web Testing?
Explore three major web UI testing frameworks: Selenium, Cypress, and Playwright. Compare features and see code examples to choose the best tool for your team's needs.
Creating USB Gadgets with Python
Explore USB device creation using Python on RaspberryPi Zero. Learn to interact with Linux internals, automate device configuration, and implement a USB keyboard-like gadget.
PyScript and the Magic of Python in the Browser
Explore how PyScript brings Python's power to web browsers, enabling interactive and dynamic web applications without leaving the Python ecosystem.
Pyscript for Education
Explore Pyscript's potential in education, enabling easy distribution of Python projects without complex hosting. Learn how this tool can broaden access to programming topics and tools.
Subclassing, Composition, Python, and You
Explore subclassing and composition in Python, understanding their trade-offs and best practices to write clearer, more Pythonic code. Gain confidence in making design decisions for your projects.
Python's Syntactic Sugar
Explore Python's syntax implementation, learning how just 11 core elements and special functions create the entire language structure. Gain deeper insights into Python's inner workings.
10 Ways to Shoot Yourself in the Foot with Tests
Explore common pitfalls in Python testing, learn to identify problematic practices, and discover alternatives to create more effective and reliable test suites.
Plug Life into Your Codebase - Making Established Python Codebase Pluggable
Discover how to revitalize Python codebases using the pluggy framework, with insights from conda's recent plugin API implementation for enhanced flexibility and extensibility.
Manage Your SCM Security Using Python Open Policy Agent - OPA - Client
Explore using Open Policy Agent for SCM security management. Learn to implement governance and compliance controls in development processes using Python OPA Client for GitLab/GitHub.
Charlas - Iván Pulido: Simulaciones moleculares reproducibles con la ayuda de Python
Introducción a simulaciones de dinámica molecular y cómo Python acelera la investigación en el área, con énfasis en la aplicación de Machine Learning y ejemplos usando OpenMM.
Charlas - Interfaces Low-code con QT y su integración con Python.
Diseño visual de interfaces con Qt Designer y su integración en Python, enfocado en crear aplicaciones empresariales sin necesidad de programar extensivamente la interfaz gráfica.
How Memory Profilers Work
Explore memory profilers in Python: types, allocation patterns, and effective usage for optimizing large-scale applications and diagnosing memory issues.
Catching Tensor Shape Errors without Running Your Code
Discover how to catch tensor shape mismatches in ML code using shape types and type checking, improving debugging efficiency and code understanding without execution.