PyCon US Courses

Geospatial Validations Using FastAPI and PostGIS

1 rating

Explore geospatial data integration in web app backends using PostGIS and FastAPI. Learn to leverage geodata for custom validations and efficient processing without complex analysis tools.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Detecting Honeybee Swarms Using the Integration of OpenCV, Pandas, AI, and PyTorch

1 rating

Discover how to build a solar-powered Raspberry Pi system that monitors honeybee hives using OpenCV, PyTorch, and Pandas to detect swarms and prevent hive loss through real-time analysis.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Leadership and Identity in the Pan-African Python Movement

1 rating

Exploring leadership, identity, and inclusivity in the Pan-African Python community, with insights on fostering diversity and shaping the future of tech leadership.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Overcoming GIL with Subinterpreters and Immutability

Explore efficient data sharing between Python subinterpreters using the "memhive" framework, enabling true parallelism without serialization overhead.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Python Debugger Mechanics and Optimization - From sys.settrace to PEP 669

Explore Python debugger mechanics, from sys.settrace to PEP 669's low-cost monitoring system. Learn how debuggers work and discover potential 100x speedup for breakpoints in Python 3.12.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Python ate my Homework - Using SymPy for Mathematical Problem-Solving

Discover SymPy for solving complex math problems with Python. Learn to use Jupyter for assignments and contribute to computational mathematics.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Hacking Import for Speed: Writing a GPU Accelerator for Pandas

Explore Python's import system hacking to accelerate pandas on GPU using cuDF. Learn Pythonic proxy patterns and dynamic features to boost performance without code changes.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Reverse Engineering Python Binaries - There and Back Again

Uncover Python bytecode secrets: Learn to interpret and decompile .pyc files, explore challenges in automated decompilation, and gain insights into recovering source code from bytecode.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Times and Dates in Pandas

Explore Pandas' powerful capabilities for handling time-based data, from parsing inputs to performing sophisticated analysis and resampling, enhancing your data manipulation skills.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Ruff: An Extremely Fast Python Linter and Code Formatter Written in Rust

Explore Ruff, a high-speed Python linter and formatter in Rust. Learn its functionality, performance optimizations, and design choices that make it significantly faster than alternatives.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Differential Privacy: Protecting Data Privacy in the Era of Big Data

Explore Differential Privacy, a cutting-edge cybersecurity technique that preserves individual privacy while enabling data analysis. Learn its applications and implementation using PyDP in Python.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

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.

• YouTube
• 32 minutes
• Self-Paced
• Free Video