PyCon US Courses

Si no está documentado, su proyecto no existe.

Explora la importancia de la documentación en proyectos Python, tipos de documentación y herramientas para crearla y mantenerla eficazmente, mejorando la adopción y usabilidad del software.

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

Charla: Detección automatizada de archivos maliciosos en el repositorio PyPI

Detección automatizada de malware en PyPI: vectores de ataque, sistema de detección integrado, tipos de chequeos implementados y cómo combatir amenazas en el repositorio.

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

Goodbye Print, Hello Debugger

Discover powerful debugging techniques beyond print statements. Learn to use command-line and graphical debuggers to examine program state, modify variables, and efficiently troubleshoot complex code situations.

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

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.

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

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.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Conference Talk

Say It with Bots

Learn to build a GitHub bot that greets contributors, using Python libraries like gidgethub and asyncio. Create an app that thanks maintainers and first-time contributors, enhancing project engagement.

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

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.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Conference Talk

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.

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

Easy Data Processing With Azure Fun

Learn to process data efficiently using Azure Functions and Python, exploring serverless computing, best practices, and practical use cases for scalable cloud applications.

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

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.

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

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.

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

It's Officially Legal so Let's Scrape the Web

Learn Python web scraping techniques to automatically collect data from websites, covering HTML basics to advanced pipeline methods for dataset compilation.

• YouTube
• 2 hours 46 minutes
• Self-Paced
• Conference Talk

Modern Python Developer's Toolkit

Learn essential tools and practices for Python development, including project setup, virtual environments, code formatting, testing, and documentation using VS Code, Docker, and popular libraries.

• YouTube
• 2 hours 25 minutes
• Self-Paced
• Conference Talk

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.

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

Record Deduplication with Python

Aprenda técnicas de deduplicação de registros em Python para identificar duplicatas em conjuntos de dados sem identificadores únicos, aplicável em governos e empresas.

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