Automate Documentation with Sphinx & GitHub Actions
Learn to create, generate, host, and automate up-to-date API documentation using Sphinx and GitHub Actions, integrating it seamlessly into your software development lifecycle.
Power Up Your Work with Compiling and Profiling
Discover how to optimize Python code performance using Numba, a JIT compiler for numerical calculations. Learn when and how to apply Numba effectively to speed up math-heavy code in data science and development projects.
Introduction to Decorators - Power Up Your Python Code
Learn to enhance Python functions using decorators. Explore their inner workings, create custom decorators, and discover how they simplify code and improve readability in popular libraries and frameworks.
The How and Why of Object-oriented Programming in Python
Comprehensive guide to object-oriented programming in Python, covering design, inheritance, special methods, and converting procedural code to OOP through practical examples.
Write Your First Package Using Literate Programming
Aprenda a criar um pacote Python usando programação literária, combinando explicações em linguagem natural com código. Explore ferramentas como Jupyter Notebooks e Nbdev para desenvolvimento eficiente e documentação integrada.
Writing Serverless Python Web Apps with PyScript
Learn to create serverless Python web apps using PyScript. Explore project setup, data handling, DOM manipulation, JavaScript integration, and optimization techniques for browser-based Python development.
How to Create Beautiful Interactive GUIs and Web Apps
Learn to create interactive GUIs and web apps using streamlit in Python. Hands-on exercises cover basics, data visualization, custom layouts, and integration with popular libraries for effective data science projects.
Feature Engineering is for Everyone
Explore feature engineering techniques for data visualization, automation, and machine learning. Learn to create and select features from various data types using encodings, vectorization, and date manipulation.
Data of Unusual Size - Interactive Visualization
Learn techniques for analyzing and visualizing massive datasets using Python libraries like Dask and hvPlot. Explore efficient data formats, parallel computation, cloud resources, and interactive visualization for large-scale data science projects.
Web Development With A Python-backed Frontend - Featuring HTMX and Tailwind
Learn to build modern web apps using Python, HTMX, and Tailwind CSS. Simplify development with hypermedia-driven architecture and streamlined design processes.
Build a Production Ready GraphQL API Using Python
Learn to create a robust GraphQL API with Python and Strawberry, focusing on authentication, performance, and type safety. Explore real-time APIs and frontend integration using Django.
Data Analysis with SQLite and Python
Hands-on tutorial for Python users to master SQLite, covering advanced SQL features, data manipulation with sqlite-utils, and exploration using Datasette. Learn to build and deploy data applications.
Comprehending Comprehensions
Explore Python comprehensions: learn to write and utilize list, set, and dict comprehensions, nested comprehensions, and generator expressions. Understand their advantages over regular loops.
Years of Bad Ideas
Explore unconventional programming concepts and their pitfalls in Python, from magic methods to monkey patching, with insights on when to use or avoid these techniques.
A Visual Interactive Programming Environment
Explore a cutting-edge visual and interactive programming environment, enhancing code comprehension and development efficiency through innovative graphical representations.
An iPhone-Python Love Affair - Building APIs for Mobile
Build APIs for mobile using Python, focusing on iPhone integration. Learn techniques for efficient data exchange between server and mobile devices.
API Design - Lessons Learned
Learn valuable lessons and best practices for effective API design from an experienced developer's insights and real-world examples.
Advanced Pickling with Stackless Python and sPickle
Explore advanced pickling techniques using Stackless Python and sPickle, enhancing data serialization and deserialization for improved performance and functionality.
Beyond Python Enhanced Generators
Explore advanced generator techniques in Python, including coroutines, enhanced generators, and their practical applications for efficient and elegant code design.
Building a Hosting Platform with Python
Learn to create a robust hosting platform using Python, exploring key concepts, best practices, and practical implementation strategies for scalable and efficient web infrastructure.
Building Scalable Web Apps
Learn strategies for developing high-performance web applications that can handle increased traffic and user loads efficiently, ensuring optimal functionality and user experience.