PyCon US Courses

Demystifying AsyncIO - Building Your Own Event Loop in Python

Explore AsyncIO's inner workings by building a custom event loop in Python, culminating in running a FastAPI application. Gain insights into core concepts and practical applications.

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

Using Python in a Traditional Office Environment

Estrategias para integrar Python en entornos de oficina tradicionales, incluyendo generación de reportes, automatización de tareas y desarrollo de aplicaciones para usuarios no programadores.

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

Friends Don't Let Friends Package Alone - A Community Approach to Python Packaging

Demystifying Python packaging: Learn about pyOpenSci's community-driven approach to simplify the process, build consensus on best practices, and create accessible recommendations for successful package development.

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

Clasificación de Violencia Mediante Análisis de Audio y Embeddings

Análisis de audio y texto para clasificar violencia en 5 niveles, utilizando redes neuronales y embeddings. Proyecto innovador que combina procesamiento de señales y semántica para evaluación precisa.

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

Trust Fall: Three Hidden Gems in MLFlow

Discover three lesser-known MLFlow features to enhance AI research collaboration, increase transparency, and streamline metric tracking for improved trust and reproducibility in machine learning projects.

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

Building FPGA-based Machine Learning Accelerators in Python

Explore building ML accelerators on affordable FPGAs using Python-based tools. Learn about open-source and proprietary options for FPGA development and the broader silicon landscape.

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

Graphs and Vogue Dance: Using Data Structures to Create Choreographies

Explore how graph data structures can be used to create and visualize Vogue Dance choreographies, combining computer science concepts with artistic expression in this innovative approach to dance composition.

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

Connecting Old to New with CircuitPython: Retrocomputer Input Devices on Modern PCs

Explore adapting vintage input devices to modern PCs using CircuitPython, combining nostalgia with practical functionality through reverse engineering and microcontroller programming.

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

Open Source Industrial Control: Turning 2,800 Tons of Metal with Python and Flask

Discover how Python and Flask revolutionize hydropower generator maintenance, enhancing safety and efficiency in turning massive rotors with precision for the Bureau of Reclamation's operations.

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

Explicando el Sistema de un Vehículo Autónomo con Python

Desmitificación del funcionamiento de vehículos autónomos usando Python. Exploración de frameworks como ROS, comunicación entre sensores y conceptos de ingeniería de software para sistemas en tiempo real.

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

Sync vs. Async in Python - Tools, Benchmarks, and ASGI/WSGI Explained

Explore synchronous and asynchronous Python programming, comparing tools like Uvicorn and uvloop, analyzing benchmarks, and understanding ASGI/WSGI servers for effective web development.

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

Testing Data Pipelines - Techniques for Ensuring Data Flow Integrity

Explore effective techniques for testing data pipelines, ensuring smooth data flow and quick problem resolution. Learn about unit, integration, and end-to-end tests, plus unique methods like data snapshot testing.

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

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