PyCon US Talks & Presentations

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

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

PyCon US

How to Build an Intelligent Indoor Garden

Learn to create an automated indoor garden system using sensors, microcontrollers, and CircuitPython. Explore web app development, Raspberry Pi setup, and IoT data analysis for plant care automation.

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

PyCon US

Big O No - Django ORM Runtime Complexity and How to Avoid It Using LATERAL JOINS

Optimize Django ORM queries using SQL aggregations and LATERAL JOINs to solve N+1 query problems and improve performance in complex data retrieval scenarios, especially for GraphQL and REST APIs.

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

PyCon US

Function Dissection Lab - Learn How Functions Work

Explore Python function internals, including argument handling, variable scoping, and bytecode. Gain deeper understanding of function objects and their attributes.

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

PyCon US

The Joy of Creating Art with Code

Explore the fusion of art and code through generative algorithms, creating autonomous aesthetic forms using Processing and PyCairo. Learn about randomness, shapes, and advanced techniques like fractals and genetic algorithms.

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

PyCon US

Write Less and Test More with Data Regression Testing

Explore data regression testing with pytest-regressions to enhance test completeness for complex data structures, simplifying testing of datasets, objects, and APIs.

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

PyCon US

Building Interactive Applications for Image Data

Interactive Python tools for image processing, combining Dash for web apps and scikit-image for advanced algorithms. Explore, annotate, and analyze scientific and business images efficiently.

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

PyCon US

Python in High Energy Physics

Explore Python's growing role in High Energy Physics, from its adoption and key libraries to its impact on data analysis and machine learning in particle physics research.

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

PyCon US

Using Python to Detect Vulnerabilities in Binaries

Explore Python-based CVE Binary Tool for detecting software vulnerabilities. Learn its functionality, usage, and contribute to enhancing cybersecurity for all.

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