EuroPython Conference Courses

The Hidden Power of the Python Runtime

Explore Python's hidden runtime events, frame objects, and powerful tools for inspecting program state during execution, enhancing your programming skills and debugging capabilities.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Making Pandas Fly

Optimize Pandas for larger datasets: compression techniques, faster operations, and alternatives like Dask and Vaex. Learn to process more data efficiently and boost your data analysis capabilities.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Developing a Match-Making Algorithm Between Customers and Go-Jek Products

Explore how GoJek developed a personalized recommendation system using PySpark to match customers with relevant products and vouchers, improving conversion rates.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Running Unit Test on Top of Serverless Service

Explore serverless architecture for unit testing, including parallelization approaches, implementation insights, and cost-benefit analysis for improved developer productivity.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Growing a Python Community at an Enterprise Scale

Discover strategies for fostering a thriving Python community within large enterprises, focusing on growth, organization, and impactful initiatives.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Sharing Reproducible Python Environments with Binder

Learn to share reproducible Python environments using Binder, integrating Jupyter Notebooks and Docker for easy packaging and cloud-based sharing of data science projects without complex setup.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Python Emergency Remote Teaching

Experiências reais de ensino de programação durante a pandemia: desafios, adaptações e lições aprendidas na transição para o ensino remoto emergencial de Python.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

How to Be Pythonic - Design a Query Language in Python

Explore the design of WOQLpy, a Python query language for TerminusDB. Learn about challenges, methods, and best practices in creating Pythonic packages, with interactive discussions on effective Python design.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Mastering a Data Pipeline with Python - 6 Years of Learned Lessons from Mistakes

Explore key insights and best practices for building robust data pipelines with Python, covering data acquisition, transformation, storage, and workflow management based on 6 years of experience.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Automating Machine Learning Workflow with DVC

Discover how to automate and streamline machine learning workflows using DVC, from data ingestion to model deployment. Learn to organize pipelines efficiently, regardless of project size.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Can We Deploy Yet?

Prepare your Python project for production deployment with essential checklist, Docker image optimization, environment differences, and real-world strategies for handling exceptions, logs, and metrics.

• YouTube
• 24 minutes
• Self-Paced
• Conference Talk

Top 15 Python Tips for Data Cleaning - Understanding

Discover 15 essential Python tips for effective data cleaning and understanding, focusing on Pandas and NumPy libraries to enhance your data analysis skills.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

The Painless Route in Python to Fast and Scalable Machine Learning

Learn to optimize Python for high-performance machine learning, from Intel-enhanced packages to scalable data processing and analytics pipelines that rival C++/MPI performance on large datasets and clusters.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

The Python Data Visualization Landscape in 2020

Explore Python's data visualization libraries including Matplotlib, Plotly, Bokeh, and Altair. Learn about dashboarding solutions like Dash, Panel, and Voila, and understand their key features and recent developments.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

NLPeasy - A Workflow to Analyse, Enrich, and Explore Textual Data

Discover NLPeasy: a streamlined workflow for analyzing, enriching, and exploring textual data using pre-trained models, Docker, and Jupyter Notebooks. Simplify your NLP projects with this powerful Python package.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk