A Gentle Introduction to Neural Networks - with Python
Explore neural networks and create your own using Python. Learn about AI challenges, biologically-inspired networks, training methods, and achieve 97.5% accuracy in recognizing handwritten numbers.
An Introduction to Deep Learning
Comprehensive introduction to deep neural networks, covering theory, training methods, and applications in image processing, speech recognition, and text analysis.
Machine Learning - Power of Ensembles
Explore ensemble methods in machine learning, combining diverse models for improved accuracy. Learn bagging, boosting, and stacking techniques with real-world examples and practical insights.
Scientist Meets Web Dev - How Python Became the Language of Data
Explore Python's evolution as a data science powerhouse, blending scientific computing with web development. Learn how this versatile language empowers researchers and analysts to tackle complex data challenges.
CFFI - Calling C from Python
Learn to call C libraries from Python using CFFI, a simpler alternative to C extension modules. Explore its advantages, including cross-implementation compatibility and direct C access, with practical demos and examples.
TCP - IP Animated
Interactive game teaching TCP/IP protocols through team-based simulations. Players assume network roles, exchanging messages to understand concepts like DNS, TCP, and IP in a fun, competitive environment.
A Python for Future Generations
Explore Python's evolution, interpreter challenges, and potential future improvements, drawing insights from JavaScript and Rust ecosystems to enhance language design and functionality.
Understanding Celery & CeleryBeat
Explore distributed task queues with Celery and CeleryBeat. Learn core architecture, key components, and real-world applications. Gain insights into task scheduling and system performance optimization.
Testing Microcontroller Firmware with Python
Learn to create integration tests for microcontroller firmware using Python and CFFI, enabling faster execution and advanced security testing without requiring target hardware.
Python REST Frameworks Review
Comprehensive review of Python REST frameworks, comparing popular libraries for building RESTful web applications. Includes code examples, strengths, and weaknesses to help developers choose the best option for their needs.
Best Practices for Debugging
Learn systematic debugging strategies for Python, covering syntax errors, runtime exceptions, scientific method, variable inspection, interactive debuggers, and delta debugging techniques.
Protocols and Practices Enforcing in Python Through Bytecode and Inspection
Explore Python's bytecode and inspection capabilities to enforce protocols and best practices in third-party code, ensuring adherence to design philosophies and preventing misuse of libraries.
Bitcoin and Blockchain for Pythoneers
Explore Bitcoin and blockchain technology for Python developers, covering architecture, protocols, smart contracts, and consensus mechanisms. Gain insights for innovative problem-solving in fintech and beyond.
Async Web Apps with Sanic
Explore Sanic, a Python 3 web framework for async request handling. Learn its API, unique features like websockets and HTTP2 support, and compare it with other options.
Python Profiling with Intel VTune Amplifier
Explore Python performance analysis using Intel® VTune™ Amplifier, a GUI tool for identifying bottlenecks, analyzing call stacks, and optimizing code efficiency in high-performance computing and machine learning applications.
Django, Django Rest Framework and Angular2 - RAD on SaaS Platforms
Explore rapid web application development using Django, Django Rest Framework, and Angular2. Learn about metadata changes, backend elements, and front-end tools for efficient SaaS platform development.
Effortless Logging - Let the Loggers Work for You
Discover best practices for effective Python logging, including logger configuration, handlers, formatters, and advanced techniques to enhance troubleshooting and runtime insights.
Building a Real-Time Embedded Audio Sampling Application with MicroPython
Explore real-time embedded audio sampling using MicroPython on the pyboard. Learn design, testing, and implementation of a voice recording and playback system for practical applications.
Python Microservices
Explore Python microservices: core concepts, benefits, implementation options, and challenges. Learn to build scalable, maintainable web applications with practical code examples.
Meson - Compiling the World with Python
Explore Meson, a Python-based build system designed for faster, simpler, and more efficient cross-platform software compilation, with built-in support for various development tasks.
Mock it Right! A Beginner’s Guide to World of Tests and Mocks
Explore unit testing with mocks and patches, covering best practices, common mistakes, and practical examples for beginners and experienced developers alike.