An Overview of the Python Code Tool Landscape 2023
Comprehensive overview of Python static code analysis tools, including linters, type checkers, and formatters. Introduces beginners to type hints and highlights the fast Rust-based linter Ruff.
Charlas - Alison Orellana Rios: OCR, Reconocimiento y obtención de información a través de imágenes
Explora el reconocimiento de patrones y texto en imágenes usando OpenCV y Tesseract con Python. Aprende técnicas de visión artificial aplicables en industrias como automoción, robótica y procesamiento de datos.
Introduction to Property-Based Testing
Discover property-based testing with Hypothesis to write more robust and effective tests. Learn to define input strategies, create generalized tests, and uncover hidden bugs in your Python code.
Supercharging Pipeline Efficiency with ML Performance Prediction
Optimizing data pipeline efficiency using machine learning to predict task duration and resource requirements, enabling dynamic queue allocation and autoscaling for improved performance and cost-effectiveness.
Python on Android
Exploring Python development on Android: challenges, opportunities, and tools for mobile app creation. Learn about build tools, GUI libraries, and options for running Python on the world's most popular OS.
A Pythonic Full-Text Search
Implement efficient full-text search on Django websites using PostgreSQL, avoiding complexities of external search engines. Learn to enhance content accessibility and improve search functionality.
Skynet 101 - How to Keep Your Machine Learning Code From Getting Away From You
Discover how to apply Test-Driven Development to machine learning projects, from data analysis to building recommendation engines, using Python libraries and Jupyter Notebooks.
Getting Around the GIL - Parallelizing Python for Better Performance
Explore techniques to parallelize Python code, overcoming GIL limitations for improved performance in data processing and CPU-bound tasks.
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.
Too Big for DAG Factories?
Learn to scale data workflows using Apache Airflow, covering dynamic DAG generation, automation, and best practices for managing big data pipelines. Suitable for beginners and intermediate developers.
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.
Python Meets UX - Enhancing User Experience with Code
Explore how Python enhances UX design through automation, data analysis, and personalization. Learn practical examples for improving user experiences and designer workflows.