Probabilistic Programming in Python
Learn probabilistic programming in Python using PyMC3 for flexible statistical modeling, automated parameter estimation, and uncertainty quantification in data science and scientific research.
One Year of Snowden, What's Next?
Exploring the impact of Snowden's revelations on global surveillance, data privacy, and societal implications. Discusses potential defenses against large-scale intelligence gathering operations.
Will I Still Be Able to Get a Job in 2024 if I Don't Do TDD?
Explore the future of Test Driven Development and related technologies in software engineering, examining their potential impact on job prospects and industry adoption by 2024.
How to Make a Full Fledged REST API with Django OAuth Toolkit
Learn to create robust REST APIs using Django, Django REST Framework, and Django OAuth Toolkit for secure, efficient backend communication with mobile apps.
How to Become a Software Developer in Science
Practical tools for scientists to improve software development skills: leveraging domain expertise, modularizing projects, and accelerating learning through collaboration.
Design Considerations While Evaluating, Developing, Deploying a Distributed Task Processing System
Explore key design considerations for distributed task processing systems, focusing on evaluation, development, and deployment strategies using Celery as a robust framework.
The Shogun Machine Learning Toolbox
Explore the Shogun Machine Learning Toolbox, a powerful framework for data analysis and prediction. Learn key ML concepts, algorithms, and practical applications through intuitive visualizations and Python examples.
Message-Passing Concurrency for Python
Explore message-passing concurrency in Python, comparing various libraries and techniques to avoid common pitfalls like deadlocks and race conditions. Learn about python-csp for Pythonic implementation.
How Disqus is Using Django as the Basis of Our Service Oriented Architecture
Explore Disqus' journey in leveraging Django for Service Oriented Architecture, covering deployment strategies, data patterns, and real-world examples of successful implementation.
3D Sensors and Python - A Space Odyssey
Explore 3D sensor integration with Python, creating natural user interfaces for games and applications using PyOpenNI, PyGame, and WebGL. Hands-on demos and practical insights included.
Elasticsearch from the Bottom Up
Explore Elasticsearch and Lucene architecture, focusing on inverted index structure, index terms, text analysis, segment-based indexing, caching, and distributed search processing across shards.
Rethinking Packaging, Development and Deployment
Explore innovative approaches to Python packaging, development, and deployment using Nix. Learn how to streamline your workflow and manage dependencies across multiple languages efficiently.
Ganga - An Interface to the LHC Computing Grid
Explore Ganga, a Python-based interface for CERN physicists to manage and distribute data analysis tasks across global computing resources, from local machines to worldwide centers.
Performance Python for Numerical Algorithms
Explore techniques for optimizing numerical algorithms in Python, including vectorization, multi-threading, parallelization, and dynamic compiling. Practical examples using NumPy, Numba, and other libraries.
Using All These Cores - Transactional Memory in PyPy
Explore transactional memory in PyPy for safe multithreading without the Global Interpreter Lock. Learn about implementation, performance, and potential future impacts on Python programming.
Log Everything with Logstash and Elasticsearch
Centralized logging for multi-server Python apps using Logstash and Elasticsearch. Learn structured logging patterns, GELF transport, and Kibana for analysis and visualization.
Full Stack Python
Comprehensive guide to Python web development stack, from server setup to client-side execution. Ideal for newcomers seeking an overview of interconnected layers in web applications.
Post-Mortem Debugging with Heap-Dumps
Learn advanced post-mortem debugging techniques using heap dumps in Python, enabling detailed analysis of program state for effective defect resolution.
Building Realtime Web Applications with WebRTC and Python
Learn to build real-time web applications using WebRTC and Python, exploring signaling systems implementation with Google AppEngine's Channel API and Flask with gevent for persistent connections.
GNU - Linux Hardware Emulation with Python
Explore hardware emulation on GNU/Linux using Python, covering inotify, D-Bus mocker, and udev monitoring to detect and simulate device events for testing procedures.
Jigna - A Seamless Python-JS Bridge to Create Rich HTML UIs for Python Apps
Learn to create rich HTML user interfaces for Python apps using Jigna, a seamless Python-JS bridge. Explore two-way data binding and rendering options in Qt widgets or web browsers.