PyCon US Courses

Why Is Python Slow?

Explore Python's performance, comparing it to other languages, and learn optimization techniques and future improvements for faster execution.

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

GPU-Accelerated Data Analytics in Python

Explore GPU-accelerated data analytics using RAPIDS libraries in Python. Learn ETL, machine learning, graph analytics, and more with familiar APIs for faster computation and model iteration.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Conference Talk

Sorry, Could You Repeat That Again? - Speech Recognition with Python

Explore speech recognition systems and develop an isolated word recognition system in Python, with insights into real-world applications and advanced techniques.

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

A Careful Walk Through Probability Distributions, Using Python

Explore probability distributions using Python, demystifying key concepts like sampling, joint, conditional, and marginal distributions for a solid foundation in Bayesian statistics.

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

Migration from Python 2 to 3

Learn strategies for migrating Python 2 code to Python 3, focusing on writing single-source programs compatible with both versions using python-future. Gain practical skills for a smooth transition.

• YouTube
• 2 hours 38 minutes
• On-Demand
• Conference Talk

Introduction to Decorators - Power Up Your Python Code

Explore Python decorators: enhance code functionality, improve efficiency, and add capabilities with ease. Learn to create and apply decorators for more powerful and flexible programming.

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

Deploying Python at Scale with Dask

Explore scaling Python with Dask on distributed systems, focusing on deployment challenges and solutions for cluster resource managers like Kubernetes, Yarn, and cloud platforms.

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

Finite State Machine in Django

Explore Finite State Machines in Django for automating business processes, including workflow creation, audit logging, and visualization generation.

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

Python Steering Council Community Address

Python Steering Council addresses community questions on governance, priorities, and packaging. Insights into Python's development process and future direction from key decision-makers.

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

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

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

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

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

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

Datos, Python y Humanos

Explorando retos y oportunidades de la ciencia de datos en Latinoamérica: historias reales, obstáculos comunes y visión de futuro para científicos de datos y empresas en la región.

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