PyCon US Talks & Presentations

PyCon US

Small Big Data - Using NumPy and Pandas When Your Data Doesn't Fit in Memory

Techniques for processing data too big for memory but too small for Big Data clusters, using NumPy and Pandas: compression, batching, and indexing for efficient data handling.

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

PyCon US

Snakes in a Case - Packaging Python Apps for Distribution

Learn to package and distribute Python apps across multiple platforms using Briefcase. Discover how to create native installers for desktop and mobile, simplifying the sharing process for your Python projects.

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

PyCon US

Yin Yang Ranch - Building a Distributed Computer Vision Pipeline Using Python

Explore building a distributed computer vision system for farm management using Python, OpenCV, and ZMQ. Learn about image processing, sensor integration, and IoT network development for agricultural applications.

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

PyCon US

Beautiful Python Refactoring

Discover techniques for elegant Python refactoring, transforming verbose code into concise, expressive solutions. Learn to identify anti-patterns and create more declarative implementations.

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

PyCon US

Comprehensible Comprehensions

Demystifying Python list comprehensions: learn when, why, and how to use them effectively. Explore set and dictionary comprehensions, generator expressions, and best practices for readability and appropriate usage.

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

PyCon US

Ray - A System for High-performance, Distributed Python Applications

Explore Ray, an open-source framework for scaling Python applications from laptops to clusters, focusing on ML/AI performance challenges and its key features for distributed computing.

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

PyCon US

Developing With Doctests - Using Xdoctest As A Backend

Explore doctests for embedding examples in docstrings, learn about Xdoctest as an alternative to Python's builtin module, and discover how to enhance test-driven development with interactive code demos.

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

PyCon US

Demystifying Deep Learning for Data Scientists

Uncover the inner workings of deep learning frameworks and gain foundational knowledge to confidently implement models in any framework of your choice.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Conference Talk

PyCon US

East Meets West When Translating Django Apps

Aprenda a traduzir aplicativos Django para vários idiomas, incluindo detecção de idioma, roteamento de URL, arquivos de tradução e marcação de strings. Inclui dicas para traduzir o site de administração do Django.

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

PyCon US

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

PyCon US

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

PyCon US

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

PyCon US

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

PyCon US

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

PyCon US

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