PyCon US Courses

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.

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

NetworkX is Fast Now - Graph Analytics Unleashed

Discover NetworkX's power for graph analytics, from beginner-friendly API to accelerated backends. Learn to extract insights from data using advanced tools for scalable graph analysis.

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

Embeddings, Transfer Learning, and Custom LLMs: Tailoring Language Models to Your Needs

Explora técnicas avanzadas de IA como Fine Tuning y Transfer Learning para adaptar modelos de lenguaje a casos de uso específicos, utilizando Python y bibliotecas como transformers, langChain y PyTorch.

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

Pytest for Unittesters - Introduction to Advanced Testing Features

Discover pytest's powerful features for more efficient testing: fixtures, parameterization, and UX enhancements. Ideal for unittest users and newcomers alike.

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

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.

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

Pydantic Power-up: Performance Tips for Lightning-Fast Python Applications

Discover performance optimization techniques for Pydantic, from simple tweaks to advanced strategies like tagged unions, enhancing Python application speed and efficiency.

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

Computational Origami - Harnessing Paper Folding for Problem Solving

Explore the computational power of paper folding, from basic arithmetic to solving cubic equations, using Python simulations and origami principles.

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

Construyendo Puentes en Diversidad, Equidad e Inclusión en Open Source

Estrategias prácticas para fomentar diversidad en código abierto, desde liderazgo local hasta colaboración global. Experiencias, desafíos y éxitos en la construcción de comunidades inclusivas y proyectos internacionales.

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

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.

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

Open Source Robotics with Python - Learn Robotics with No Robot Required

Explore robotics simulation using Python, ROS 2, and Gazebo. Learn to develop robot code without hardware, leveraging open-source tools used by professionals in the field.

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

Improve Your ML Projects - Embrace Reproducibility and Production Readiness with Kedro

Learn to enhance ML project efficiency using Kedro framework, focusing on reproducibility, flexibility, and production readiness. Gain hands-on Python experience for seamless integration.

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

How Python Harnesses Rust through PyO3

Explore the inner workings of Python-Rust integration via PyO3, from function calls to execution. Gain insights into the benefits and mechanics of incorporating Rust into Python projects.

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

Using Python to Assess Landslide Risk: A Matter of Life and Death

Exploring Python's role in analyzing river data to predict landslide risk in Southeast Alaska, showcasing its impact on community safety and anxiety reduction during heavy rainfall.

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

Rest Easy with Jupyrest - Deploy Notebooks as Web Services

Deploy Jupyter notebooks as web services effortlessly with Jupyrest, a Microsoft-developed library that transforms notebooks into microservices without modifications, streamlining the process for data scientists.

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

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.

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