PyCon US Talks & Presentations

PyCon US

Welcome to PyCon US 2023

Inspiring welcome address highlighting the Python community's diversity, inclusivity, and collaborative spirit at the largest annual gathering of Python enthusiasts.

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

PyCon US

Improving Efficiency in Transportation Networks Using Python

Explore Python's role in optimizing transportation networks through real-world examples, including driver-load matching, network optimization, and decision-making using graph analytics and data science concepts.

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

PyCon US

Instrumentation Nightmares - A Review of Our Toughest Cases

Explore advanced Python instrumentation techniques, challenging real-world cases, and design patterns. Learn to hook into import systems, instrument popular libraries, and make your code instrumentation-friendly.

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

PyCon US

Cross-Server Data Joins on Slow Networks with Python

Efficient techniques for querying and joining data across distant machines using Python, addressing slow network transfers and large datasets that exceed local memory.

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

PyCon US

Building NumPy Arrays from CSV Files, Faster than Pandas

Efficient CSV parsing and conversion to NumPy arrays with full dtype support and optional type discovery, outperforming Pandas for various DataFrame shapes and heterogeneity.

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

PyCon US

How to Monitor and Troubleshoot Applications Using OpenTelemetry

Explore OpenTelemetry for efficient application monitoring and troubleshooting. Learn to detect issues, track performance, and enhance observability in cloud-based environments using this open-source protocol.

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

PyCon US

How Python is Behind the Science of the James Webb Space Telescope

Explore how Python powers the James Webb Space Telescope's groundbreaking infrared astronomy, from data reduction pipelines to analysis tools, enabling revolutionary cosmic discoveries.

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

PyCon US

Build Yourself a PyScript

Explore PyScript and Pyodide for Python in the browser, covering key technical issues, architecture, and evolving concepts for web app development using WebAssembly Python.

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

PyCon US

Developing on Google Cloud with Python and DataFrames

Explore Google Cloud's enhanced Python experience for building applications, pipelines, and analytics, focusing on BigQuery integration and DataFrame support for impactful business solutions.

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

PyCon US

Accelerate Your Workflow from Local Python Prototype to the Cloud

Streamline Python app deployment from local to cloud with CLI templates. Scaffold, provision, deploy, monitor, and set up CI/CD pipeline efficiently, saving time on infrastructure setup and configuration.

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

PyCon US

Using Python to Power Serverless Applications

Explore best practices for building serverless solutions with Python, focusing on API calls, streaming data, and ML inference. Learn techniques for production-grade systems with observability.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk

PyCon US

Modern, Typed Python for Multimodal ML - From Training to Deployment

Explore the benefits of Python type hints in machine learning, from improving code quality to organizing multimodal data and bridging the gap between training and deployment.

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

PyCon US

How to Build Stunning Data Science Web Applications in Python

Create stunning Data Science web apps with Taipy, a low-code Python package. Learn to build interactive AI applications using Taipy Core, GUI, and Studio for efficient data exploration and pipeline execution.

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

PyCon US

Building LLM-based Agents - How to Develop Smart NLP-Driven Apps with Haystack

Explore building LLM-based agents with Haystack, connecting them to tools and knowledge bases for smart NLP-driven applications. Learn practical use cases and code examples for developing agent-driven solutions.

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

PyCon US

Joyful Django DX with PyCharm

Explore how PyCharm enhances Django development with advanced tooling, improving navigation, refactoring, and testing. Learn to boost productivity and create a joyful development experience for fullstack and API web projects.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk