EuroPython Conference Courses

Introduction to Nonparametric Bayesian Models

Explore flexible machine learning with Nonparametric Bayesian Models. Learn about Dirichlet Process, compare parametric vs nonparametric approaches, and discover relevant Python libraries for advanced data analysis.

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

Despicable Machines - How Computers Can Be Assholes

Explore the ethical implications of machine learning, examining bias in algorithms and its real-world consequences. Learn about cutting-edge research on counteracting bias and consider unanswered questions in AI morality.

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

Identity Management, Single Sign-On and Certificates with FreeIPA

Explore FreeIPA's comprehensive identity management solution for authentication, authorization, and PKI. Learn installation, integration, and key features for centralized user management and security.

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

Fast Product Development Using Django Rest Framework - Lessons Learned

Discover techniques for rapid product iteration using Django Rest Framework, including architecture evolution, key decisions, and lessons learned from a year-long web platform development.

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

Network Visualization and Automation

Explore network visualization and automation using Python's tkinter library, covering graph drawing algorithms, GIS implementation, and automated script generation for network devices.

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

An Introduction to PyTorch & Autograd

Explore PyTorch's dynamic computation graphs and Autograd package for efficient deep learning, with practical examples and insights into GPU processing and algorithmic differentiation.

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

How to Apply Deep Learning for 3D Object Recognition

Practical guide to achieving 80% accuracy in 3D object recognition using deep learning, covering data preparation, model optimization, and implementation strategies.

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

Optimization Using Flow Networks in NetworkX

Explore NetworkX for optimization using flow networks, covering library basics, network flow concepts, and solving the project selection problem with practical examples.

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

Optimizing Queries for Not So Big Data in PostgreSQL

Optimizing PostgreSQL queries for medium-sized datasets: strategies for efficient database design, query optimization, and maintenance to handle high-volume data and requests.

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

When Django is Too Bloated - Specialized Web-Applications with Werkzeug

Explore Werkzeug, a lightweight Python HTTP/WSGI utility, for building flexible web applications. Learn how to create custom stacks beyond traditional frameworks for specialized needs.

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

Type Annotations in Python 3 - Whats, Whys & Wows!

Explore Python 3 type annotations: syntax, benefits, and practical applications. Learn to enhance code security, leverage popular libraries, and build custom extensions using type hints.

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

Using Python and Microservices to Fuel WebPush at Mozilla

Explore WebPush technology, its implementation at Mozilla using Python and microservices, and learn how to integrate it into web applications for enhanced user engagement.

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

Fixture Factories for Faster End-to-End Tests

Explore fixture factories for faster end-to-end tests in service-oriented architectures. Learn implementation techniques, pytest integration, and benefits like improved maintainability and parallel test execution.

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

Streaming - Why Should I Care?

Discover how stream-oriented processing can revolutionize your approach to application development, offering natural service boundaries, flexible data schemas, and improved scalability.

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

Cloud Native Python in Kubernetes

Explore cloud-native Python in Kubernetes: containerization, scaling, logging, health checks, and monitoring. Learn to optimize applications for dynamic cloud environments and improve operational efficiency.

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