PyCon US Courses

Catching Tensor Shape Errors without Running Your Code

Discover how to catch tensor shape mismatches in ML code using shape types and type checking, improving debugging efficiency and code understanding without execution.

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

How Memory Profilers Work

Explore memory profilers in Python: types, allocation patterns, and effective usage for optimizing large-scale applications and diagnosing memory issues.

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

Rethinking Objects

Explore the evolution of Object-Oriented programming, comparing traditional concepts with functional approaches and examining the enduring value of objects in library design.

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

Algorithmic Ideas, Engineering Tricks, and Trivia Behind CPython's New Sorting Algorithm

Explore the evolution of CPython's sorting algorithm, from Quicksort to Timsort and beyond. Discover algorithmic insights, engineering tricks, and historical anecdotes behind Python's fast list sorting.

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

XGBoost para clasificación - construyendo modelos precisos y eficientes

Aprende a utilizar XGBoost para crear modelos de clasificación precisos y eficientes, explorando conceptos básicos, técnicas de construcción y evaluación, y ventajas clave de esta poderosa herramienta.

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

Charlas - Interfaces Low-code con QT y su integración con Python.

Diseño visual de interfaces con Qt Designer y su integración en Python, enfocado en crear aplicaciones empresariales sin necesidad de programar extensivamente la interfaz gráfica.

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

Charlas - Iván Pulido: Simulaciones moleculares reproducibles con la ayuda de Python

Introducción a simulaciones de dinámica molecular y cómo Python acelera la investigación en el área, con énfasis en la aplicación de Machine Learning y ejemplos usando OpenMM.

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

Manage Your SCM Security Using Python Open Policy Agent - OPA - Client

Explore using Open Policy Agent for SCM security management. Learn to implement governance and compliance controls in development processes using Python OPA Client for GitLab/GitHub.

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

Plug Life into Your Codebase - Making Established Python Codebase Pluggable

Discover how to revitalize Python codebases using the pluggy framework, with insights from conda's recent plugin API implementation for enhanced flexibility and extensibility.

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

Iteration Toward Transformation of the Python Documentation

Discover the Python Docs Community's efforts to enhance Python's documentation, including key improvements, insights, and ways to contribute to this initiative for better serving diverse users.

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

The CPU in Your Browser - WebAssembly Demystified

Explore WebAssembly's role in browser-based Python, its strengths, limitations, and future potential. Dive into technical details relevant to Python developers, including WASI, dynamic linking, and language interoperability.

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

Pyproject.toml, Packaging, and You

Explore pyproject.toml's format, extensibility, and integration with setuptools for efficient Python project packaging. Learn to leverage this file as the source of truth for your projects.

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

10 Ways to Shoot Yourself in the Foot with Tests

Explore common pitfalls in Python testing, learn to identify problematic practices, and discover alternatives to create more effective and reliable test suites.

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

Python's Syntactic Sugar

Explore Python's syntax implementation, learning how just 11 core elements and special functions create the entire language structure. Gain deeper insights into Python's inner workings.

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

Python Linters at Scale

Explore scaling Python linters for large codebases, improving developer experience, and automating fixes. Learn strategies for consistent configurations, faster runtimes, and effective observability.

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