PyCon US Courses

Building Human-First and Machine-Friendly CLI Applications

Learn to create CLI apps that cater to both human users and automated tools. Explore Command Line Interface Guidelines and build a PyCon talk catalogue using Python, typer, and Rich.

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

Building a Model Prediction Server

Learn to create a FastAPI application that serves real-time predictions from a trained scikit-learn model, bridging the gap between model development and production deployment.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Conference Talk

Getting Started with Polars

Explore Polars, a fast data manipulation library, through hands-on exercises with real-world datasets. Learn key operations, compare with Pandas, and optimize data pipelines.

• YouTube
• 2 hours 14 minutes
• On-Demand
• Conference Talk

Eroding Coastlines - A Geospatial & Computer Vision Analysis

Explore satellite imagery and Python tools for geospatial analysis to identify and analyze coastal erosion, addressing a critical environmental and humanitarian challenge.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Conference Talk

Publishing Your Python Project - The Conda Way

Learn to create and publish a full-fledged Python package using conda, covering packaging concepts, the conda ecosystem, and hands-on preparation for submission to conda-forge.

• YouTube
• 2 hours 45 minutes
• On-Demand
• Conference Talk

Welcome to PyCon US 2023

Inspiring welcome address highlighting the Python community's diversity, inclusivity, and collaborative spirit at the largest annual gathering of Python enthusiasts.

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

Charlas - Marlene Marchena: Mi viaje personal enseñando programación a alumnos neurodivergentes

Experiencia de enseñar programación a alumnos neurodivergentes, utilizando tecnología para romper barreras y proporcionar educación inclusiva, cambiando paradigmas en educación y empleo.

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

Improving Efficiency in Transportation Networks Using Python

Explore Python's role in optimizing transportation networks through real-world examples, including driver-load matching, network optimization, and decision-making using graph analytics and data science concepts.

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

Instrumentation Nightmares - A Review of Our Toughest Cases

Explore advanced Python instrumentation techniques, challenging real-world cases, and design patterns. Learn to hook into import systems, instrument popular libraries, and make your code instrumentation-friendly.

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

Cross-Server Data Joins on Slow Networks with Python

Efficient techniques for querying and joining data across distant machines using Python, addressing slow network transfers and large datasets that exceed local memory.

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

Building NumPy Arrays from CSV Files, Faster than Pandas

Efficient CSV parsing and conversion to NumPy arrays with full dtype support and optional type discovery, outperforming Pandas for various DataFrame shapes and heterogeneity.

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

How to Monitor and Troubleshoot Applications Using OpenTelemetry

Explore OpenTelemetry for efficient application monitoring and troubleshooting. Learn to detect issues, track performance, and enhance observability in cloud-based environments using this open-source protocol.

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

How Python is Behind the Science of the James Webb Space Telescope

Explore how Python powers the James Webb Space Telescope's groundbreaking infrared astronomy, from data reduction pipelines to analysis tools, enabling revolutionary cosmic discoveries.

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

Build Yourself a PyScript

Explore PyScript and Pyodide for Python in the browser, covering key technical issues, architecture, and evolving concepts for web app development using WebAssembly Python.

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

Developing on Google Cloud with Python and DataFrames

Explore Google Cloud's enhanced Python experience for building applications, pipelines, and analytics, focusing on BigQuery integration and DataFrame support for impactful business solutions.

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