PyCon US Talks & Presentations

PyCon US

Polyglot Data with Python - Introducing Pandas and Apache Arrow

Explore polyglot data handling with Python using Pandas and Apache Arrow for efficient data exchange between ecosystems, improving performance and reducing file sizes.

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

PyCon US

Bridging Data Science and Data Infrastructure with Apache Airflow

Explore how Apache Airflow bridges data science and infrastructure, enabling collaboration between teams and facilitating the development of flexible, observable, and resilient data pipelines.

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

PyCon US

Extending the Python Ecosystem to Xilinx

Explore PYNQ: Python-based platform integrating microprocessors, microcontrollers, and FPGAs. Learn to leverage programmable system-on-chips for embedded development using familiar Python ecosystem and Jupyter notebooks.

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

PyCon US

Python Trainers Summit

Explore strategies for effective Python training, including business aspects, teaching setups, conference tutorials, and adapting to online formats. Gain insights from experienced trainers to enhance your skills.

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

PyCon US

Education Summit - Bringing Coding Literacy Through Python

Educators discuss innovative approaches to teaching Python, including critical data science, context-based learning, and principles-driven development, to enhance coding literacy for diverse audiences.

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

PyCon US

Geospatial Public Policy Analysis with GeoPandas

Analyze US higher education institutions using GeoPandas, exploring education deserts and equity implications through hands-on data analysis with NCES and IPEDS datasets.

• YouTube
• 3 hours 59 minutes
• On-Demand
• Conference Talk

PyCon US

Decoding Bias and Narrative in Competitive Video Games

Explore video analysis of Overwatch eSports broadcasts to uncover biases and narratives in competitive gaming, examining player focus and storytelling techniques.

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

PyCon US

Type Hints - Putting More Buzz in Your Fizz

Explore type hints in Python, from basics to complex structures. Learn debugging techniques, class definitions, and library stubs. Enhance code quality and confidence through practical examples.

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

PyCon US

Python Concurrency - From Beginner to Pro

Comprehensive guide to Python concurrency, covering processes, threads, modules, race conditions, and the GIL. Includes coding examples and activities to build a multithreaded and multiprocessing web server.

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

PyCon US

From Project to Productionized on Heroku

Learn to deploy Django apps on Heroku: from development to production. Covers 12 Factor apps, configuration, collaboration, debugging, and essential Heroku tools for a smooth deployment process.

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

PyCon US

Multiply Your Testing Effectiveness with Parameterized Testing

Explore pytest parametrization techniques to enhance testing efficiency, covering multiple test cases with a single function and simplifying test maintenance.

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

PyCon US

From 0 to 60 in 2,592,000 Seconds

Discover strategies for creating an effective and scalable onboarding process for new engineers, ensuring quick integration and fair treatment within the team.

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

PyCon US

Docker and Python - Making Them Play Nicely and Securely for Data Science and ML

Docker best practices for data science and machine learning: optimizing image builds, ensuring security, and implementing efficient deployment workflows for data-intensive applications.

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

PyCon US

How Multilingual Is Your NLP Model?

Explore multilingual NLP challenges, language identification techniques, and BERT's capabilities for handling diverse linguistic data in the evolving landscape of global communication.

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

PyCon US

Practical Privacy-Preserving Machine Learning in Python

Explore privacy-preserving machine learning techniques in Python, including federated learning and encrypted data algorithms, to build accurate models while protecting user privacy.

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