Álgebra de Mapas en Python
Introducción al álgebra de mapas con ArcPy: operadores, funciones y expresiones para análisis geoespacial. Creación de mapas usando Python para amantes de la geografía y las matemáticas.
Querido Diario - Cómo Liberar Datos Oficiales de Ciudades Brasileñas con Py
Proyecto para hacer accesibles los Diarios Oficiales de ciudades brasileñas mediante scraping, OCR y una API abierta, facilitando la búsqueda y análisis de datos gubernamentales.
Goodbye, "Hello, World." Hello, Functional FastAPI Web App!
Build a functional FastAPI web app, transitioning from beginner to intermediate. Learn app planning, configuration, structure, and database modeling for real-world scenarios.
A Pythonista's Introductory Guide to Web Assembly
Explore WebAssembly integration with Python, covering its binary code format, implementation in browsers, and development of a small compiler with Wasm as the target.
Introduction to Property Based Testing
Discover property-based testing with Hypothesis to write more robust and efficient tests. Learn to define input types, create generalized tests, and uncover hidden bugs in your Python code.
Python Types for Fun and Profit
Hands-on introduction to Python type annotations, covering basic concepts and advanced features. Practice adding types to real code and using type checkers to catch bugs early in development.
Documenting Your Code From Docstrings to Automated Builds
Learn to create effective documentation, from docstrings to automated builds. Explore best practices, tools like Sphinx and JupyterBook, and automate with GitHub Actions for maintainable, user-friendly project documentation.
Knowledge Graph Data Modelling with TerminusDB
Learn knowledge graph data modeling with TerminusDB. Gain skills to construct schemas, store data in graph format, and use WOQL query language. Ideal for data scientists and researchers seeking new data representation insights.
Getting Started with Object-Oriented Programming Through Signals and Waves
Explore object-oriented programming by modeling signals and waves, covering inheritance, delegation, magic methods, and the Iterator Design Pattern in Python.
Distributed Python with Ray - Hands on with the Ray Core APIs
Hands-on tutorial exploring Ray Core APIs for distributed Python applications, covering remote functions, actors, and design patterns for efficient parallel computing.
Awesome Modern Web Testing with Playwright
Learn to build a Python test automation project using Playwright and pytest. Covers installation, configuration, interactions, and advanced features for efficient web app testing across different browsers.
Assessing and Mitigating Unfairness in AI Systems
Learn to assess and mitigate fairness issues in AI systems, focusing on healthcare disparities. Hands-on practice with Fairlearn library to evaluate and improve ML model performance across racial groups.
MQTT - A Pythonic Introduction to the Protocol for Connected Devices
Pythonic introduction to MQTT protocol for connected devices. Learn basic concepts, code examples in CPython and Micropython, and explore use cases in automation and microcontrollers.
How Pydantic V2 Leverages Rust's Superpowers
Explore how Pydantic V2 utilizes Rust to enhance performance, extensibility, and maintainability in data validation. Learn about architecture changes and real-world trade-offs in combining Python and Rust.
Charlas - Judite Cypreste: Cómo Python puede ayudar a monitorear gobiernos
Descubre cómo Python se utiliza en Brasil para monitorear al gobierno, promover la transparencia y combatir la desinformación en un contexto de desafíos democráticos.
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.
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.