CatBoost - The New Generation of Gradient Boosting
Explore CatBoost, a powerful gradient boosting library for machine learning. Learn its advantages, applications, and unique features for handling categorical data and achieving state-of-the-art results.
Interoperability Rules for an European API Ecosystem - Do We Still Need SOAP?
Explore Italy's shift from SOAP to REST APIs, focusing on standardization, availability strategies, and contract-first approaches for building an interoperable European API ecosystem.
Deep Learning with PyTorch for Fun and Profit
Explore practical deep learning applications using PyTorch, including style transfer, speech generation, and text generation. Learn about data preparation, hardware setup, and creating neural network models for creative projects.
How Can You Use Open Source Materials to Learn Python and Data Science
Discover open-source resources for learning Python and data science, explore community support, and understand the benefits of combining these skills for career growth.
Data Is Not Flat
Explore feature engineering techniques for low-dimensional data to enhance model performance, with a focus on neural network classification and practical examples.
A Python Implementation in Rust
Explore the rspython project, which aims to implement a Python interpreter in Rust. Learn about the challenges, opportunities, and current state of this innovative approach to Python development.
Is Your Code Tainted? Finding Security Vulnerabilities Using Taint Tracking
Discover taint tracking for identifying security vulnerabilities in code. Learn about sources, sinks, and sanitizers, and see a practical demonstration using a Django app.
Introduction to Sentiment Analysis with SpaCy
Learn to extract opinions from text using spaCy, covering sentiment analysis basics, topic extraction, and rating consolidation. Includes practical examples in German with English translations.
When to Use Machine Learning - Tips, Tricks and Warnings
Discover when and how to effectively apply machine learning, with practical tips and real-world examples from open-source projects and cryptocurrency trading.
How to Make Money Using Python - Unused Potential in the Enterprise World
Explore untapped Python opportunities in enterprise applications, leveraging its advantages over Java, C++, and C# for business success and market growth.
Succinct Data Structures for Python
Explore succinct data structures in Python: efficient representations of objects like bitvectors and trees, with practical examples and a call for community involvement.
Marge - A Bot for Better Git'ing
Discover Marge-bot, an innovative tool enhancing Git workflows by testing pull requests against target branches and offering additional conveniences for improved Continuous Integration practices.
Why Develop a CLI - Command Line Interface First
Explore the benefits of developing a CLI first, including separation of business logic from UI, easier testing, and flexibility in adding GUI or web interfaces later.
Developing in a Black Hole - Vim, Tmux, Httpie and Jq
Explore vim, tmux, httpie, and jq for a streamlined, keyboard-centric development environment. Boost productivity with powerful terminal-based tools and techniques.
How to Ignore Most Startup Advice and Build a Decent Software Business
Practical insights on building a successful software business by ignoring conventional startup advice and focusing on creating value, making sound decisions, and understanding market realities.
The Rise of Python in the Data Communities
Explore Python's growing influence in data-driven industries, its impact on the ecosystem, and future challenges in scaling for massive data processing.
Python and Web Sockets
Explore bi-directional communication in web apps using Web Sockets, with implementations in Tornado and Django frameworks. Includes live demo and practical use cases.
Code Review Skills for Pythonistas
Improve code review practices with empathy, Python tools, and style guidelines beyond PEP 8. Learn techniques for better team collaboration and maintaining complex codebases.
Cython to Speed Up Your Python Code
Discover how to significantly accelerate Python code using Cython, a powerful tool that translates Python to C/C++, enabling static optimizations and seamless integration of Python, C, and C++ features.
The Web is Terrifying - Using the PyData Stack to Spy on the Spies
Explore online tracking technologies and data visualization using PyData tools. Gain insights into internet privacy, GDPR implications, and the journey of becoming a self-taught data scientist.
Asyncio in Practice - We Did It Wrong
Explore common pitfalls and best practices in asyncio programming, including avoiding callback hell, ensuring thread safety, and achieving true concurrency in Python.