Joris Van den Bossche, Raúl Cumplido, Alenka Frim
Apache Arrow has become a de-facto standard for efficient in-memory columnar data representation. But what is this format exactly? This tutorial will dive deep into the details of the Arrow columnar format and explore interactively the different types and buffer layouts.
Do you know that you can now run Python directly into Excel ? Come to my tutorial to know more, and to boost your data analytics skills!
Pavithra Eswaramoorthy, Philip Meier
In this hands-on tutorial, we'll build an LLM-powered document inquiry chat application that uses Retrieval-Augmented Generation (RAG) for more accurate results. We'll test different LLMs, run an offline LLM on GPUs, and demonstrate a fully functional web app.
The real-time recommendations engine, Monolith, in Tiktok is so good it has been described as "digital crack". In 1 hr, we will build Monolith in Python as 3 ML pipelines that run on Hopsworks .
Less is more! Rather than working harder and write more test code, property-based testing forces you to work smarter and cover more cases with fewer tests. Join Michael for his Tutorial "Bulletproof Python - Property-Based Testing with Hypothesis"
Explore the dynamic duo of GraphQL Strawberry and Django in an immersive workshop! Discover the seamless integration of Strawberry with Django, mastering type definitions, queries and mutations.
Learn to read equations like an engineer and lose your fear of math
Aya Elsayed, Rhythm Patel
Learn how to use SQLAlchemy, a powerful SQL toolkit, to interact with your database. Leverage SQLAlchemy’s Object Relational Mapper (ORM) system, and explore SQLAlchemy’s asyncio extension for your async services.
A tutorial session on how to build scientific package for numerical calculus algorithm in Python and Rust.
Cheuk Ting Ho
In this interactive workshop, we will cover the very basics of using PyO3. There will be hands-on exercises to go from how to set up the project environment to writing a "toy" Python library written in Rust using PyO3.
pytest lets you write simple tests fast - but also scales to very complex scenarios: Beyond the basics of no-boilerplate test functions, this training will show various intermediate/advanced features, as well as gems and tricks.
Dr. Kristian Rother
Refactor a large Python program that is undocumented, unstructured and untested
Explore and secure Python code against race condition vulnerabilities
Luciano Ramalho, Leonardo Rochael Almeida
The secret life of Metaclasses, a tour of Python metaprogramming concepts for novices
Tutorial on Causal Machine Learning by the developers of the DoubleML package for Python. Learn how to address "Why?" questions with ML! https://docs.doubleml.org/stable/index.html #Causality #CausalML #DoubleML #CausalInference