PyCon US Talks & Presentations

PyCon US

Feature Engineering is for Everyone

Explore feature engineering techniques for data visualization, automation, and machine learning. Learn to create and select features from various data types using encodings, vectorization, and date manipulation.

• YouTube
• 2 hours 17 minutes
• On-Demand
• Conference Talk

PyCon US

How to Create Beautiful Interactive GUIs and Web Apps

Learn to create interactive GUIs and web apps using streamlit in Python. Hands-on exercises cover basics, data visualization, custom layouts, and integration with popular libraries for effective data science projects.

• YouTube
• 1 hour 58 minutes
• On-Demand
• Conference Talk

PyCon US

Writing Serverless Python Web Apps with PyScript

Learn to create serverless Python web apps using PyScript. Explore project setup, data handling, DOM manipulation, JavaScript integration, and optimization techniques for browser-based Python development.

• YouTube
• 2 hours 55 minutes
• On-Demand
• Conference Talk

PyCon US

Write Your First Package Using Literate Programming

Aprenda a criar um pacote Python usando programação literária, combinando explicações em linguagem natural com código. Explore ferramentas como Jupyter Notebooks e Nbdev para desenvolvimento eficiente e documentação integrada.

• YouTube
• 1 hour 51 minutes
• On-Demand
• Conference Talk

PyCon US

The How and Why of Object-oriented Programming in Python

Comprehensive guide to object-oriented programming in Python, covering design, inheritance, special methods, and converting procedural code to OOP through practical examples.

• YouTube
• 2 hours 46 minutes
• On-Demand
• Conference Talk

PyCon US

Introduction to Decorators - Power Up Your Python Code

Learn to enhance Python functions using decorators. Explore their inner workings, create custom decorators, and discover how they simplify code and improve readability in popular libraries and frameworks.

• YouTube
• 2 hours 21 minutes
• On-Demand
• Conference Talk

PyCon US

Power Up Your Work with Compiling and Profiling

Discover how to optimize Python code performance using Numba, a JIT compiler for numerical calculations. Learn when and how to apply Numba effectively to speed up math-heavy code in data science and development projects.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Conference Talk

PyCon US

Automate Documentation with Sphinx & GitHub Actions

Learn to create, generate, host, and automate up-to-date API documentation using Sphinx and GitHub Actions, integrating it seamlessly into your software development lifecycle.

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

PyCon US

Exploring Eco Topics with Python

Learn to apply Python skills to pressing environmental issues, using tools like numpy, pandas, and matplotlib to analyze deforestation, wildlife trade, and carbon pollution data.

• YouTube
• 2 hours 59 minutes
• On-Demand
• Conference Talk

PyCon US

How to Troubleshoot and Monitor Applications Using OpenTelemetry

Learn to instrument, monitor, and troubleshoot Python applications using OpenTelemetry. Gain hands-on experience with traces, metrics, and logs for improved observability and faster issue resolution.

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

PyCon US

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

PyCon US

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

PyCon US

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

PyCon US

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

PyCon US

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