PyCon US Courses

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

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

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

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

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

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

Fixing Legacy Code, One Pull Request at a Time

Modernize legacy Flask applications using code quality tools and best practices. Learn to set up workflows that reduce technical debt and ensure sustainable codebases over time.

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

Python & Bloomberg - An Open Source Duo

Bloomberg engineers discuss their engagement in Python's open source ecosystem and introduce new troubleshooting tools, showcasing the company's contributions to the Python community.

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

Breaking Boundaries - Advancements in High-Performance AI/ML through PyTorch's Python Compiler

Explore PyTorch's innovative Python compiler, designed to enhance AI/ML performance while maintaining Python roots. Learn about the development process, challenges, and significant performance improvements achieved.

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

Python Profiling State of the World

Explore various open-source Python profiling technologies, their tradeoffs, and visualization methods like flow charts, call trees, and flamegraphs in this hands-on workshop.

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

Python Meets Heterogeneous Computing - An Exploration of Distributed Computations

Exploring distributed computations in Python across diverse hardware, addressing challenges and strategies for optimal performance in heterogeneous computing environments.

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

Flagging in the Backend - Shipping APIs with Flask and LaunchDarkly

Explore building backend APIs with Flask and implementing feature flags using LaunchDarkly to ship faster and safer. Learn hands-on examples and best practices for risk mitigation in API development.

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

Breaking Away from the Empire - Avoiding the Evil Clutches of If-Then Statements

Learn to create a hyperspace navigation app using graphs in Python, replacing complex if-then statements for improved code readability and flexibility. Explore graph data structures and modeling techniques.

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

The ChatGPT Privacy Tango - Dancing with Data Security and Large Language Models

Explore balancing privacy and utility in AI language models, focusing on protecting sensitive data while maximizing ChatGPT's benefits. Learn about PII removal, secure enclaves, and privacy-aware LLM applications.

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

Inside CPython 3.11's New Specializing, Adaptive Interpreter

Explore Python 3.11's new specializing, adaptive interpreter, its self-optimizing techniques, and performance improvements, with insights on future enhancements and optimization challenges.

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