tuesday-11:30 Session List

5 Things we've learned building large APIs with FastAPI

Maarten Huijsmans

APIs, Best Practice

5 the common challenges in building FastAPI apps and how to solve them

Talk general-python-pydata-friends

A data scientist's guide to code reviews

Alexandra Wörner

Coding / Code-Review

Code reviews apply to all data science work - you sometimes just need to tweak them a bit. Let me show you when and how as well as what makes a fruitful code review.

Talk general-community-diversity-carreer-life-and-everything-else

Do we really need Data Scientists?

Dr. Setareh Sadjadi

Career & Freelancing, Community

Is Data Science really cooling down? Do we need Data Scientists? What for?

Talk general-production

Making Machine Learning Applications Fast and Simple with ONNX

Jan-Benedikt Jagusch, Christian Bourjau

Data Engineering, DevOps, Packaging

In this session, you will learn how to use ONNX for your machine learning model deployments, which can reduce your single-row inference time by up to 99% while also drastically simplifying your model management.

Talk pydata-visualization

Sankey Plots with Python

Daniel Ringler

Data Visualization, Jupyter, Python fundamentals

Sankey Plots in Python? Get an introduction on how and when to use them.