PyCon US Talks & Presentations

PyCon US

Productionize Research Oriented Code by Python

Discover strategies to transform research-oriented Python code into production-ready applications, focusing on modularization, refactoring, and best practices for robust, maintainable software.

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

PyCon US

VigNET - An Intelligent Camera App That Assists You

Explore VigNET, an intelligent camera app using Vision Language Transformer to assist visually impaired users. Learn about its implementation, deployment, and open-source code for building your own visual question answering application.

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

PyCon US

Will it Blend? Writing a Custom Constraint Solver for Blender with Cython

Explore fast optimization algorithms for geometric form-finding in Blender using Cython, improving Python performance while maintaining code readability and approachability.

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

PyCon US

Securing Code with the Python Type System

Explore how Python's type system can enhance code security, from simple annotations to advanced tools, preventing vulnerabilities and enabling incremental improvements in project safety.

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

PyCon US

Write Docs Devs Love - Ten Tips to Level Up Your Tech Writing

Discover 10 essential tips to enhance your technical writing skills and create documentation that developers will love, from clarity and inclusivity to effective code samples.

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

PyCon US

Securing the Open Source Software Supply Chain

Explore tools and best practices for securing the open-source software supply chain, addressing vulnerabilities, and enhancing trust in the ecosystem. Learn about recent developments and future improvements.

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

PyCon US

Pyodide - A Python Distribution for the Browser

Explore Pyodide: Run Python in browsers and Node.js using WebAssembly. Learn about porting packages, JavaScript-Python integration, and building serverless web apps with Python.

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

PyCon US

The Model Review - Improving Transparency, Reproducibility, and Knowledge Sharing

Explore implementing a Model Review process for ML models using MLflow, enhancing transparency, reproducibility, and knowledge sharing in machine learning development and deployment.

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

PyCon US

GraphQL - The Devil's API

Explore GraphQL's advantages and pitfalls, learning optimization techniques for a flexible, high-performance interface. Discover best practices and when to use GraphQL effectively.

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

PyCon US

How We Standardized Editable Installs - PEP 660 vs PEP 662

Explore the journey to standardize editable installs in Python packaging, from competing PEPs to the final consensus, and learn about the options considered and the ultimate solution.

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

PyCon US

Speed Up Data Access with PyArrow Apache Arrow - Data is the New API

Explore Apache Arrow's columnar memory format for fast, language-independent data access. Learn about PyArrow integration, performance benefits, and Apache Flight for analytics.

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

PyCon US

How to Make Your Python Jupyter Notebook Standalone

Learn to make Python Jupyter notebooks reproducible and standalone using a JupyterLab extension for dependency management. Explore resolution engines, handle various scenarios, and ensure project reusability in cloud environments.

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

PyCon US

Write Faster Python - Common Performance Anti Patterns

Discover techniques to optimize Python code for speed without sacrificing readability. Learn to use profilers, identify performance bottlenecks, and implement efficient coding practices.

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

PyCon US

Observability Driven Development

Explore techniques for developing applications with enhanced observability, focusing on searchable, consistent, and rich log messages to improve production debugging and customer support.

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

PyCon US

Sculpting Data for Machine Learning

Explore dataset curation for machine learning, from identifying and extracting meaningful data to constructing high-quality datasets using Python, emphasizing the crucial role of data in developing smart algorithms.

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