EuroPython Conference Courses

Bioinformatics Pipeline for Revealing Tumour Heterogeneity

Explore a Python-based bioinformatics pipeline for analyzing single-cell DNA sequencing data to reveal tumor heterogeneity, aiding in personalized cancer treatment decisions.

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

Boosting Research with Machine Learning

Explore machine learning applications in research, from neuron recognition to EEG-based movement prediction. Learn Python techniques for data preparation and analysis using various ML methods.

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

Dash - Interactive Data Visualization Web Apps with No Javascript

Learn to create interactive data visualization web apps using Dash, a Python framework that requires no JavaScript. Discover best practices, common pitfalls, and when to transition to traditional web development.

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

Using Python to Teach Computational Finance

Explore computational finance using Python and Probo package. Learn derivative pricing, Monte Carlo simulation, and dynamic hedging through hands-on demos and Jupyter notebooks.

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

PEP Yourself - 10 PEPs You Should Pay Attention To

Explore 10 essential Python Enhancement Proposals (PEPs) and their impact on everyday coding, from style guides to advanced features like data classes and assignment expressions.

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

Publish a Perfect Python Package on PyPI

Learn to create and publish a Python package on PyPI, covering project structure, setup files, testing, documentation, and best practices for successful distribution and maintenance.

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

Unleash the Power of C++ in Python

Explore techniques for integrating C++ libraries with Python, enhancing performance while maintaining simplicity. Learn about language bindings and the Qt project's approach using Shiboken.

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

Python's Parallel Programming Possibilities - 4 Levels of Concurrency

Explore Python's parallel programming options: multiple machines, processes, threads, and green threads. Learn implementation techniques, potential pitfalls, and practical examples for each concurrency level.

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

Geospatial Analysis Using Python and JupyterHub

Explore geospatial data processing and visualization using Python, covering vector and raster analysis, deep learning applications, and high-performance computing techniques for efficient spatial data handling.

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

Accelerate Your Deep Learning Inferencing with the Intel DL Boost Technology

Explore Intel® DL Boost technology for efficient deep learning inference acceleration using low-precision INT8 and VNNI instructions on 2nd gen Intel Xeon Scalable processors.

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

Python for Realtime Audio Processing in a Live Music Context

Explore real-time audio processing for live music using Python, leveraging the pyo module to augment acoustic instruments with digital capabilities and create unique sonic experiences.

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

PyRun - Shipping the Python 3.7 Runtime in Just 4.8MB

Discover PyRun: a compact Python 3.7 runtime for Unix systems. Learn about its benefits, customization options, and applications in Docker containers. Ideal for efficient deployment and distribution.

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

Opt Out of Online Sexism – Open Source Activism

Explore an open-source browser extension combating online sexism. Learn about challenges, community-led development, and balancing NLP with web development for digital activism.

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

How Software Can Feed the World

Explore how Python-based software supports innovative indoor farming, addressing global food challenges through IoT, real-time monitoring, and edge computing with AI.

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

Image Processing with Scikit-Image and Dash

Explore image processing using scikit-image and Dash. Learn to build interactive applications for transforming, analyzing, and visualizing images with Python tools in various scientific and industrial contexts.

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