Using an Arduino with Python - Passing Data From Arduino to Python
Learn to transmit data from Arduino to Python, enabling stunning 3D model animations. Explore Arduino code, Visual Studio setup, and serial communication techniques for interactive projects.
AI for Everyone - Super Fast Face Detection Using Mediapipe
Learn to detect faces in real-time video using Mediapipe, OpenCV, and Python. Explore data parsing and visualization techniques for efficient face recognition.
AI for Everyone - Parsing Pose and Hand Landmark Data in Mediapipe
Learn to parse pose and hand landmark data in Mediapipe using Python and OpenCV. Develop full-body pose estimation for live video analysis, with practical demonstrations and troubleshooting tips.
AI for Everyone - Real Time Pose Estimation with Mediapipe and Python
Learn real-time pose estimation using Mediapipe and Python. Discover how to analyze body landmarks, process webcam video, and visualize results with OpenCV in this hands-on tutorial.
AI for Everyone - Tracking an Object Based on Color in OpenCV
Learn to track objects by color using OpenCV with step-by-step instructions. Create masks, use trackbars for model training, and apply techniques for effective color-based object detection.
AI for Everyone - Creating Checkerboard Pattern in OpenCV
Learn to create a checkerboard pattern using OpenCV and Python, mastering numpy slice functions and array manipulation for visual programming projects.
AI for Everyone - Introduction to Artificial Intelligence for Absolute Beginners
Beginner-friendly introduction to AI concepts, Python, and OpenCV, covering face, hand, and body detection techniques for absolute beginners.
Explore AI at Home - Learning the Linux Terminal and Command Line
Learn essential Linux terminal commands for navigating, managing files, and performing basic operations. Gain confidence in using the command line interface for efficient system interaction and file manipulation.
A Low Latency Deep Dive of Python with Cython
Explore Python performance optimization using Cython, with microbenchmarks and code analysis to understand speed improvements. Learn profiling techniques for evaluating Cython in performance-sensitive applications.
SPy: Static Python Language - Fast as C, Pythonic as Python
SPy: A statically typed Python variant aiming for C-like performance while preserving Pythonic feel. Leverages modern Python practices and typing for compile-time optimizations without sacrificing dynamic features.
Functional Error Handling in Python - Strategies for Composable Functions
Explore functional error handling in Python, moving beyond exceptions to improve function composability and code reliability. Learn strategies and tools for better error management.
Hybrid Quantum-Classical Machine Learning using Qiskit
Explore hybrid quantum-classical machine learning with Qiskit for text classification and sentiment analysis, combining quantum circuits and classical models.
Python 3.12 Performance Profiling with Linux perf - New JIT Compiler and Production Profiling
Explore Python 3.12's JIT compiler and Linux perf profiler support. Learn implementation details, usage tips, and how to effectively profile Python applications, including native code interactions.
Mock It Till You Make It: How to Verify Your External Mocks Without Ever Leaving Unittest
Learn to create reliable API mocks using Python's Mock object within the unittest framework, enhancing test consistency and reducing flakiness in your applications.
Making Beautiful, Publication Quality Tables in Python - 2024 Update
Explore techniques for creating visually appealing, publication-ready tables in Python, bridging the gap between raw DataFrame output and structured, informative displays.
Overcoming GIL with Subinterpreters and Immutability
Explore efficient data sharing between Python subinterpreters using the "memhive" framework, enabling true parallelism without serialization overhead.
Speed is Not All You Need for Data Processing
Exploring data processing frameworks beyond Pandas, challenging assumptions about speed, and emphasizing practical considerations for choosing tools that best serve data practitioners.
Extensible Python - Robustness Through Addition
Explore extensible Python coding techniques to create robust, maintainable software. Learn patterns for composable code, event-driven architectures, and pluggable systems to extend functionality without modifying existing code.
Procedurally Generated Monsters - A Complete Example of Python Game Development
Discover Python game development from concept to Steam release, exploring procedural generation, robust testing, and engaging gameplay in this comprehensive tutorial.
Embracing Python, AI, and Heuristics: Optimal Paths for Impactful Software
Explore the synergy of Python, AI, and heuristics for dynamic decision-making in software development. Learn to navigate complex challenges and drive successful outcomes through practical examples and insights.
Aggregating Data in Django Using Database Views
Aprenda a agregar datos en Django usando vistas de base de datos con django-pgviews-redux. Simplifique consultas complejas, mejore el rendimiento y aproveche las características de los modelos de Django.