PyCon US Courses

Creative Coding: Learning Python Through Drawing and Animation

Learn Python through creative coding: make drawings and animations using cutting-edge tools. Explore the intersection of art and programming while developing coding skills in a fun, engaging way.

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

Build an Intelligent Python App Without Infrastructure Hassles - Azure Container Apps

Explore building intelligent Python apps using Azure Container Apps. Learn to deploy serverless containers, integrate Azure OpenAI, and leverage GPU compute for ML frameworks like PyTorch.

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

The Pokémon Trainer's Guide to Pandas and Matplotlib

Hands-on introduction to data science using Pokémon data. Learn pandas and matplotlib basics through fun, interactive examples. No prior Pokémon knowledge required.

• YouTube
• 3 hours 3 minutes
• Self-Paced
• Free Video

Python Workflows to Extract and Plot Satellite Data Products along Tracks

Learn to extract and visualize NASA satellite data using Python libraries like h5py and MovingPandas, focusing on the Ozone Monitoring Instrument aboard the Aura satellite.

• YouTube
• 2 hours 47 minutes
• Self-Paced
• Free Video

Finding the Needle: A Deep Dive into the Rewriting of Haystack

Explore the rewriting of Haystack, an open-source NLP framework. Learn about motivations, challenges, and outcomes of refactoring, including adapting to the era of large language models.

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

Introduction to MicroPython - Getting Started with BBC Micro:bit

Learn MicroPython with BBC micro:bit: program microcontrollers, use buttons, LED matrix, accelerometer, and radio to create a Battleship game. Suitable for Python beginners, no electronics experience needed.

• YouTube
• 2 hours 2 minutes
• Self-Paced
• Free Video

Avoid the Top 5 Web Data Pitfalls When Developing AI Models

Explore strategies to overcome common challenges in AI model development, including data bias, insufficient variety, overfitting, poor quality, and data drift. Learn to create more robust and effective AI models.

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

Effective Data Visualization in Python

Mastering data visualization: from choosing plots to preprocessing datasets. Learn to communicate effectively using Python libraries like seaborn, matplotlib, and plotly across various fields.

• YouTube
• 3 hours 9 minutes
• Self-Paced
• Free Video

Python Code vs. Pythonic Code: What Experienced Developers Find Challenging About Learning Python

Explore the challenges experienced developers face when learning Python and discover strategies for writing more Pythonic code, based on insights from a professional trainer.

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

Blockchain Speaks Python: Building Real Solutions on Algorand

Learn to build blockchain solutions using Python on Algorand. Explore data storage, logic evaluations, and access control. Leverage familiar tools like Poetry and Pytest to deploy fundamental blockchain primitives.

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

Snowflake's Generative AI Innovations - Transparency in AI Research

Explore Snowflake's open approach to generative AI research, including tools, practices, and recipes for training LLMs. Learn about use cases in prompting, retrieval, and presentation.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Gathering Data from the Web Using Python

Learn to extract valuable data from websites using Python and Scrapy. Master web scraping techniques to efficiently gather and process online information for various analytical and research purposes.

• YouTube
• 2 hours 51 minutes
• Self-Paced
• Free Video

Python in Cloudflare Workers - Running Pyodide on the Edge

Explore serverless Python deployment on Cloudflare Workers, featuring demos of scalable apps with database, storage, and AI integrations. Dive into technical challenges of running Pyodide in a serverless environment.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Building Accessible Websites with Wagtail - Tutorial

Learn to create accessible websites using Wagtail CMS. Explore WCAG guidelines, implement accessibility features, and develop a blog while incorporating continuous testing and improvement techniques.

• YouTube
• 2 hours 54 minutes
• Self-Paced
• Free Video

Introduction to Simulation and Ansys for Developers

Explore numerical simulation basics and its practical applications using PyMAPDL, with a focus on modeling a 2D bridge scenario. Learn how simulation tools can enhance understanding of everyday phenomena.

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