Data-Visualisation with Python and Javascript - Crafting a Data-Viz Toolchain for the Web
Explore data visualization using Python and JavaScript, from scraping and cleaning data to creating engaging web visualizations with tools like Scrapy, Pandas, Flask, and D3.js.
CityBikes - Bike Sharing Networks Around the World
Explore the evolution of CityBikes, an open API providing global bike-sharing data. Learn about its growth, challenges, and impact on urban mobility using Python and community contributions.
MAX - Realtime Messaging and Activity Stream Engine
Explore MAX, an open-source real-time messaging API built on Pyramid, powering a social intranet for 30,000+ users at BarcelonaTech University with high scalability and performance.
Scale Your Data, Not Your Process - Welcome to the Blaze Ecosystem
Explore the Blaze ecosystem for scaling data processing across various technologies. Learn about tools for querying, migrating, and analyzing large datasets efficiently.
Python and PyPy Performance - Not for Dummies
Explore Python and PyPy performance optimization techniques, JIT compilation, and tools for analyzing program efficiency with expert PyPy developers Antonio Cuni and Maciej Fijalkowski.
Playing with CPython Objects Internals
Explore CPython object internals, from simple to complex types. Learn to manipulate instance data using ctypes and perform unconventional operations on Python objects.
What's the Fuzz All About - Randomized Data Generation for Robust Unit Testing
Explore randomized data generation for robust unit testing using the Hypothesis library in Python, enhancing test coverage and detecting potential bugs through dynamic testing approaches.
How to Build a Spreadsheet with Python
Learn to build a spreadsheet from scratch using Python, covering data representation, cell objects, formula evaluation, dependency graphs, and custom functions. Gain insights into spreadsheet mechanics.
Architecture of a Cloud Hosting Service Using Python Technologies - Django, Ansible, and Celery
Explore the architecture of a cloud hosting service using Django, Ansible, and Celery. Learn about VM management, microservices integration, and University of Cambridge IT services.
Taking the Pain Out of Passwords and Authentication
Explore modern authentication techniques, including UAF and U2F standards, to improve security and user experience. Learn integration methods for Python frameworks like Django.
Building a RESTful Real-Time Analytics System with Pyramid
Learn to build a scalable RESTful real-time analytics system using Pyramid, exploring architecture, tools, and deployment strategies for handling billions of page impressions in a Big Data context.
Arrested Development - Surviving the Awkward Adolescence of a Microservices-Based Application
Explore challenges and solutions in evolving microservices architecture, focusing on functional, cultural, and reliability aspects. Learn from real-world experiences and Python-specific tools for graceful growth.
Machine Learning for Dummies with Python
Beginner-friendly introduction to machine learning using Python and open-source libraries. Learn to implement basic ML concepts without advanced math skills.
A Million Children and MicroPython
Discover how MicroPython and the BBC micro:bit are revolutionizing coding education for UK children. Learn about this innovative project and how the Python community can get involved.
Efficient Django
Explore Django scalability, performance optimization, and efficient coding techniques. Learn to identify bottlenecks, improve database performance, and implement caching strategies for faster web applications.
Dynamic Class Generation in Python
Explore dynamic class generation in Python: runtime class creation, benefits, challenges, and practical applications, using boto3 as an example to illustrate techniques and best practices.
Python and Async Programming
Explore Python's async programming approaches, including Futures, asyncio, coroutines, and event loops. Learn best practices for efficient asynchronous code in Python 3.4 and 3.5.
Is That Spam in My Ham?
Learn to build a basic spam classifier using Python and Naive Bayes. Explore key machine learning concepts, implement a model to detect spam emails, and understand how to measure and improve classification performance.
Learn Python the Fun Way
Discover engaging methods to learn Python through gameplay, exploring projects that make programming fun and accessible for different ages and skill levels.
Pygame Zero
Discover Pygame Zero, a beginner-friendly game engine for Python. Learn to create simple games, explore its educational design, and understand its advantages over traditional Pygame.
Performant Python
Discover tools and techniques for optimizing Python code performance without sacrificing readability. Learn to write "pythonic" code, utilize built-in features, and leverage the ecosystem for faster execution.