Backend

How to Think about Data Visualization

Jake VanderPlas

Instant serverless APIs, powered by SQLite

Simon Willison

Intentional Deployment: Best Practices for Feature Flag Management

Caitlin Rubin

Lessons learned from building a community of Python users among thousands of analysts

Leveraging the Type System to Write Secure Applications

Shannon Zhu

Life Is Better Painted Black, or: How to Stop Worrying and Embrace Auto-Formatting

Łukasz Langa

Logging for Scientific Computing: Reproducibility, Debugging, Optimization

Lowering the Stakes of Failure with Pre-mortems and Post-mortems

Liz Sander

Machine learning model and dataset versioning practices

Dmitry Petrov

Maintaining a Python Project When It’s Not Your Job

Hynek Schlawack

Making Music with Python, SuperCollider and FoxDot

Jessica Garson

Measures and Mismeasures of algorithmic fairness

Manojit Nandi

Measuring Model Fairness

J. Henry Hinnefeld

Migrating Pinterest from Python2 to Python3

Jordan Adler, Joe Gordon

Mocking and Patching Pitfalls

Edwin Jung

Modern solvers: Problems well-defined are problems solved

Raymond Hettinger

One Engineer, an API, and an MVP: Or, how I spent one hour improving hiring data at my company.

PEP 572: The Walrus Operator

Dustin Ingram

Plan your next eclipse viewing with Jupyter and geopandas

Christy Heaton

Plug-n-Stream Player Piano: Signal Processing With Python

JP Bader

Plugins: Adding Flexibility to Your Apps

Geir Arne Hjelle

Practical decorators

Reuven M. Lerner

Programmatic Notebooks with papermill

Matthew Seal

Put down the deep learning: When not to use neural networks and what to do instead

Rachael Tatman

Python on Windows is Okay, Actually

Steve Dower

Python Security Tools

Terri Oda

Releasing the World's Largest Python Site Every 7 Minutes

Shuhong Wong

Scraping a Million Pokemon Battles: Distributed Systems By Example

Duy Nguyen