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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Conference Talk

VigNET - An Intelligent Camera App That Assists You

Explore VigNET, an intelligent camera app using Vision Language Transformer to assist visually impaired users. Learn about its implementation, deployment, and open-source code for building your own visual question answering application.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Will it Blend? Writing a Custom Constraint Solver for Blender with Cython

Explore fast optimization algorithms for geometric form-finding in Blender using Cython, improving Python performance while maintaining code readability and approachability.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Securing Code with the Python Type System

Explore how Python's type system can enhance code security, from simple annotations to advanced tools, preventing vulnerabilities and enabling incremental improvements in project safety.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Write Docs Devs Love - Ten Tips to Level Up Your Tech Writing

Discover 10 essential tips to enhance your technical writing skills and create documentation that developers will love, from clarity and inclusivity to effective code samples.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk

Securing the Open Source Software Supply Chain

Explore tools and best practices for securing the open-source software supply chain, addressing vulnerabilities, and enhancing trust in the ecosystem. Learn about recent developments and future improvements.

• YouTube
• 30 minutes
• On-Demand
• Conference Talk

Pyodide - A Python Distribution for the Browser

Explore Pyodide: Run Python in browsers and Node.js using WebAssembly. Learn about porting packages, JavaScript-Python integration, and building serverless web apps with Python.

• YouTube
• 41 minutes
• On-Demand
• Conference Talk

The Model Review - Improving Transparency, Reproducibility, and Knowledge Sharing

Explore implementing a Model Review process for ML models using MLflow, enhancing transparency, reproducibility, and knowledge sharing in machine learning development and deployment.

• YouTube
• 27 minutes
• On-Demand
• Conference Talk