PyCon US Courses

Detecting Honeybee Swarms Using the Integration of OpenCV, Pandas, AI, and PyTorch

1 review

Discover how to build a solar-powered Raspberry Pi system that monitors honeybee hives using OpenCV, PyTorch, and Pandas to detect swarms and prevent hive loss through real-time analysis.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Geospatial Validations Using FastAPI and PostGIS

1 review

Explore geospatial data integration in web app backends using PostGIS and FastAPI. Learn to leverage geodata for custom validations and efficient processing without complex analysis tools.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Intro to Python for Brand New Programmers

Hands-on introduction to Python basics for absolute beginners. Learn about data types, conditionals, loops, and user input through interactive exercises and practical programming examples.

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

Comprehending Comprehensions

Explore Python comprehensions: learn to write and utilize list, set, and dict comprehensions, nested comprehensions, and generator expressions. Understand their advantages over regular loops.

• YouTube
• 2 hours 18 minutes
• On-Demand
• Conference Talk

Data Analysis with SQLite and Python

Hands-on tutorial for Python users to master SQLite, covering advanced SQL features, data manipulation with sqlite-utils, and exploration using Datasette. Learn to build and deploy data applications.

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

Build a Production Ready GraphQL API Using Python

Learn to create a robust GraphQL API with Python and Strawberry, focusing on authentication, performance, and type safety. Explore real-time APIs and frontend integration using Django.

• YouTube
• 2 hours 23 minutes
• On-Demand
• Conference Talk

Web Development With A Python-backed Frontend - Featuring HTMX and Tailwind

Learn to build modern web apps using Python, HTMX, and Tailwind CSS. Simplify development with hypermedia-driven architecture and streamlined design processes.

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

Data of Unusual Size - Interactive Visualization

Learn techniques for analyzing and visualizing massive datasets using Python libraries like Dask and hvPlot. Explore efficient data formats, parallel computation, cloud resources, and interactive visualization for large-scale data science projects.

• YouTube
• 3 hours 7 minutes
• On-Demand
• Conference Talk

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

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

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

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

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

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

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