PyCon US Talks & Presentations

PyCon US

Python Packaging Demystified

Hands-on tutorial demystifying Python packaging, covering libraries and applications, build tools, distribution formats, and testing techniques for both beginners and experienced developers.

• YouTube
• 2 hours 36 minutes
• On-Demand
• Conference Talk

PyCon US

Python Unit Testing with Pytest and Mock

Learn to write high-quality Python unit tests using Pytest and mock. Master best practices for effective testing, enhancing code reliability and maintainability.

• YouTube
• 2 hours 13 minutes
• On-Demand
• Conference Talk

PyCon US

Hacking Dask - Diving Into Dask's Internals

Explore advanced Dask features: task graph optimization, plugins, cluster inspection. Gain deeper understanding of internals and apply to data-intensive workloads.

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

PyCon US

Dashboards for All

Learn to create interactive dashboards using Python libraries like Bokeh and Panel. Explore data visualization techniques, analyze diverse datasets, and tell compelling stories through customized, user-friendly interfaces.

• YouTube
• 3 hours 41 minutes
• On-Demand
• Conference Talk

PyCon US

Hands-On Regular Expressions in Python

Learn to create, understand, and effectively use regular expressions in Python for data validation, parsing, and normalization. Discover when and how to apply regex for optimal results.

• YouTube
• 2 hours 35 minutes
• On-Demand
• Conference Talk

PyCon US

A Complete Beginner's Guide to Python by Making Simple Games

Learn Python basics through creating simple games. Covers variables, expressions, loops, and functions. Ideal for complete beginners, with guidance for further learning.

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

PyCon US

Writing Documentation with Sphinx and reStructuredText

Learn to create Python documentation using reStructuredText and Sphinx. Master essential skills for contributing to open source projects by improving their documentation and overcoming barriers to entry.

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

PyCon US

From Spreadsheets to DataFrames

Learn to transition from spreadsheets to Python DataFrames, exploring web scraping, data processing, analysis, and visualization using popular libraries like Pandas and Matplotlib. Gain skills for efficient data management and problem-solving.

• YouTube
• 2 hours 52 minutes
• On-Demand
• Conference Talk

PyCon US

Time for Time Series

Explore time series analysis fundamentals, decomposition techniques, and forecasting models using Pandas. Learn to extract insights and create powerful predictions from temporal data.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Conference Talk

PyCon US

Introduction to Property-Based Testing

Discover property-based testing with Hypothesis, learn to write robust tests, and find real bugs. Hands-on experience in creating generalized tests for diverse scenarios.

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

PyCon US

Practical Deep Learning for Data Scientists

Hands-on PyTorch and GPU Deep Learning tutorial for data scientists. Build common architectures, evaluate performance, and leverage compute resources effectively. Ideal for those with ML basics seeking practical DL experience.

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

PyCon US

Magical NumPy with JAX

Explore JAX's NumPy-compatible API for performant numerical modeling and gradient-based optimization. Learn functional programming, deterministic random number generation, and neural network integration.

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

PyCon US

Introduction to Sprinting Workshop

Learn essential Git concepts and commands for effective collaboration in software development projects, including cloning, inspecting, and comparing repositories.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Conference Talk

PyCon US

We Need to Talk About Windows

Insider's look at building Python from source across platforms, focusing on Windows challenges and ActiveState's efforts to contribute to the Python community.

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

PyCon US

Nonsense Verse with Python and Machine Learning

Explore phonetic analysis and word generation using Python and machine learning. Learn to create nonsense verse and analyze word sounds with the Pincelate library.

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