PyCon US Talks & Presentations

PyCon US

A Perfect Match - The History, Design, Implementation, and Future of Python's Structural Pattern Matching

Explore Python 3.10's structural pattern matching: its history, design, implementation, and future. Learn powerful object-oriented approaches and practical applications for this functional programming feature.

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

PyCon US

Finding Penguins with a Snake - Linux Features for a Python User

Explore Linux features through Python APIs, including processes, named pipes, fork, exec, inodes, and signals. Enhance your understanding of OS capabilities using Python's standard library.

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

PyCon US

Bootstrapping Your Local Python Environment

Discover best practices for Python environment setup, including proper installation, version management with pyenv, and essential add-ons for repeatable and efficient development workflows.

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

PyCon US

Best Practices for Continuous Integration in Python

Explore best practices for Python continuous integration, focusing on timely and accurate developer feedback across various CI systems. Learn to optimize configurations for speed and precision.

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

PyCon US

How to Succeed with Python Across the Enterprise

Discover how Bloomberg successfully integrated Python across its enterprise, focusing on community-driven initiatives, technical support, and cultural shifts to promote widespread adoption.

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

PyCon US

Why Authorization is Hard

Explore the complexities of implementing authorization in applications, covering enforcement, decision architecture, and modeling. Learn approaches and tradeoffs for each area.

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

PyCon US

Intro to Introspection

Discover Python's powerful introspection capabilities to analyze objects and running code, with practical examples on retrieving and interpreting hidden information.

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

PyCon US

Programming Your Way up a Skyscraper - Python in the Built World

Explore how architects use Python to enhance building design, from geometry editing to algorithmic design, data sorting, and software integration, unlocking new possibilities in architecture.

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

PyCon US

Flexible ML Experiment Tracking System for Python Coders with DVC and Streamlit

Explore building a customizable ML experiment tracking system using DVC for versioning and Streamlit for data exploration, focusing on practical implementation with Python APIs.

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

PyCon US

Effective Protobuf - Everything You Wanted to Know, But Never Dared to Ask

Comprehensive exploration of Protocol Buffers, covering serialization, performance, encoding, and practical applications. Ideal for developers seeking to optimize data exchange in distributed systems.

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

PyCon US

Employing NumPy's NPY Format for Faster Than Parquet DataFrame Storage

Explore faster DataFrame storage using NumPy's NPY format, outperforming Parquet in read/write times while supporting all DataFrame characteristics and NumPy dtypes.

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

PyCon US

Joyful Django DX with PyCharm

Explore how PyCharm enhances Django development with advanced tooling, improving navigation, refactoring, and testing. Learn to boost productivity and create a joyful development experience for fullstack and API web projects.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk

PyCon US

Fixing Legacy Code, One Pull Request at a Time

Modernize legacy Flask applications using code quality tools and best practices. Learn to set up workflows that reduce technical debt and ensure sustainable codebases over time.

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

PyCon US

Python & Bloomberg - An Open Source Duo

Bloomberg engineers discuss their engagement in Python's open source ecosystem and introduce new troubleshooting tools, showcasing the company's contributions to the Python community.

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

PyCon US

Breaking Boundaries - Advancements in High-Performance AI/ML through PyTorch's Python Compiler

Explore PyTorch's innovative Python compiler, designed to enhance AI/ML performance while maintaining Python roots. Learn about the development process, challenges, and significant performance improvements achieved.

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