PyCon US Talks & Presentations

PyCon US

Testing Machine Learning Models

Explore testing strategies for ML/AI systems with PyCon US, focusing on model behaviors, usability, and fairness. Gain insights into MLOps pipeline risks and biases. Less than 1-hour workload.

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

PyCon US

Making Data Classes Work for You

Learn to optimize data classes in Python with Bruce Eckel at PyCon US. Understand error checking, encapsulation, and object immutability in under an hour.

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

PyCon US

Actionable Insights vs Ranking - How to Use and How NOT to Use Code Quality Metrics

Explore the use and misuse of code quality metrics in Python with PyCon US. Learn to calculate, interpret, and apply metrics while understanding their limitations in under an hour.

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

PyCon US

How We Migrated 3.8 Million Lines of Python 2 Without Interrupting Development

Learn from PyCon US how to migrate a large Python 2 codebase to Python 3 without disrupting development, using tools and techniques to minimize regressions.

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

PyCon US

Improving App Performance with Snapshots

Learn to enhance app performance using the "snapshot-queries" library in Python with this under 1-hour material from PyCon US. Ideal for handling growth and scaling.

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

PyCon US

Harvest the Power of the GPU for Awesome Special Effects

Learn to create impressive graphics with OpenGL shaders using Python in this short talk by PyCon US. Understand how shaders work and integrate them into your programs.

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

PyCon US

Managing the Test Data Nightmare

Learn to manage test data efficiently with PyCon US's short program. Gain strategies for handling product data, test case data, and avoiding data collisions. Suitable for any project or language.

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

PyCon US

Leveraging a Custom CPython Data Model for High Performance

Explore high-performance microprocessor design with PyCon US. Learn to analyze large data sets, manage design components, and integrate C++, CPython, and Python into your workflow. Less than 1 hour.

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

PyCon US

Let's Talk About JWT

Learn about JSON Web Tokens (JWTs), their uses, and safety measures in APIs from Jessica Temporal at PyCon US. Duration:

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

PyCon US

D&D and G - A Daring Tale of Dungeons and Dragons and Also Graph

Explore graph algorithms through a Dungeons & Dragons narrative in this engaging PyCon US talk. Ideal for programmers seeking to understand or review graph algorithms.

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

PyCon US

Comparing the Different Ways to Scale Python and Pandas Code

Explore the Fugue interface for Pandas, Spark, and Dask in this PyCon US talk. Learn to define compute workflows in a scale-agnostic manner using Python, Pandas, or SQL.

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

PyCon US

What to Do When the Bug Is in Someone Else's Code

Learn strategies for handling bugs in library code with this less than 1-hour presentation by PyCon US, including workarounds, monkey patching, and maintaining forked versions.

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

PyCon US

Build-a-Database with Python

Learn to build a database using Python with PyCon US. Understand database internals, create an interface, work with data, and explore future improvements.

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

PyCon US

Why I Reimplemented Trio in a Game Engine

Explore structured concurrency in Python and game engines with PyCon US. Learn how Trio's async framework simplifies game logic tasks in Wasabi2D. Less than 1-hour workload.

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

PyCon US

When to Refactor Your Code into Generators and How

Learn to refactor your code into generators with PyCon US. Understand the DRY principle, use of itertools, and improve code maintainability. Less than 1hr.

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