Beautiful Python Refactoring
Discover techniques for elegant Python refactoring, transforming verbose code into concise, expressive solutions. Learn to identify anti-patterns and create more declarative implementations.
Yin Yang Ranch - Building a Distributed Computer Vision Pipeline Using Python
Explore building a distributed computer vision system for farm management using Python, OpenCV, and ZMQ. Learn about image processing, sensor integration, and IoT network development for agricultural applications.
Implementing Ethics - Developing Trustworthy AI
Discover a UX framework for developing ethical AI systems that are accountable, de-risked, respectful, secure, honest, and usable. Learn practical steps to implement ethics in AI development.
Hands-On Web App Test Automation
Learn to build reliable automated tests for web apps using Python, pytest, and Selenium. Hands-on project testing DuckDuckGo searches, covering browser switching and avoiding race conditions.
The Hitchhiker's Guide to CLIs in Python
Explore the CLI galaxy: history, anatomy, Python packages, and hands-on creation of a CLI using Click. Learn to package and publish on PyPI in this cosmic journey.
Building Docs like Code - Continuous Integration for Documentation
Discover how to integrate documentation into your development workflow using Python-powered tools and CI/CD, improving efficiency and keeping docs up-to-date effortlessly.
Static Typing in Python
Explore Python's optional static typing, its advantages, and tools for implementation. Learn about type hints, gradual typing, and when to use static typing in your Python projects.
Serverless Python Applications with Google Cloud
Hands-on workshop on building distributed serverless Python applications using Google Cloud Platform services. Learn to connect multiple programs through databases, APIs, and event triggers for cloud-native development.
Introduction to Writing Network Tests with pyATS
Learn to create robust, repeatable network tests using pyATS, an open-source framework. Explore test case development, job execution, and integration into network automation pipelines for improved reliability.
C++ Loves Python - From Modules to Hybrid Applications
Explore integrating C++ with Python to create powerful hybrid applications and extend existing C programs with Python scripting capabilities, enhancing performance and functionality.
Privacy-Preserving Methods - Building Secure Projects
Explore privacy-preserving techniques for secure data handling and machine learning, including anonymization and pseudonymization methods to protect user information while maintaining data utility.
Mixing a Raspberry Pi with Python into a 5th Grade Science Fair Project
Explore integrating Raspberry Pi and Python in a 5th-grade science project, measuring marble speeds on different tracks. Learn practical tips, setup guidance, and data collection techniques.
Let's Talk Databases in Python - SQLAlchemy and Alembic
Explore SQLAlchemy and Alembic for efficient database management in Python, covering ORMs, migrations, connection pools, and performance optimization techniques.
Optimize Python & Django Apps with Postgres Superpowers
Optimize Python & Django apps using Postgres techniques: analyze queries, eliminate loops, improve pagination, and scale horizontally with Hyperscale (Citus) on Azure for better performance.
Machine Learning on Encrypted Data with CrypTen
Learn to develop machine learning models on encrypted data using CrypTen, a PyTorch-based framework for secure computing. Explore feature aggregation, data labeling, dataset augmentation, and model hiding techniques.
Natural Language Processing in Python - From Zero to Hero
Comprehensive introduction to NLP in Python, covering traditional approaches, advanced concepts, and state-of-the-art language models. Includes practical applications and performance-boosting techniques.
Effective Data Visualization
Learn advanced data visualization techniques using Python libraries to effectively communicate complex data across various fields, from choosing plots to aesthetic decisions.
Deploying Django on Serverless Infrastructure
Learn to deploy a Django project on serverless infrastructure using Google Cloud Platform. Covers manual deployment, database setup, media storage, secrets management, and automation techniques.
A Guide to Unicode
Demystifying Unicode: Learn its history, concepts, and practical implementation in Python, including handling text, encodings, and special characters.
Python in High Energy Physics
Explore Python's growing role in High Energy Physics, from its adoption and key libraries to its impact on data analysis and machine learning in particle physics research.
Building Interactive Applications for Image Data
Interactive Python tools for image processing, combining Dash for web apps and scikit-image for advanced algorithms. Explore, annotate, and analyze scientific and business images efficiently.