Use Case Session List
A Smooth Ride: Online Car Buying and Selling at mobile.de
Ricardo Kawase, Marlene HenseBest Practice, Career & Freelancing, Use Case
Buying or selling a car is a challenging task that requires a lot of difficult decision-making. We will reveal all the "under the hood" data products at mobile.de that support users in making the right decisions.
How to build a Python-based Research Cloud Platform from scratch
Andre FröhlichArchitecture, Business & Start-Ups, Use Case
This talk will present the journey of a quantitative asset manager from an outdated (non-Python) onPrem research setup to a modern Python-centric cloud research platform. We will examine the requirements and challenges associated with the project and present how we navigated find
JupyterLite: Jupyter ❤️ WebAssembly ❤️ Python
Jeremy TuloupJupyter, Reproducibility, Use Case
JupyterLite is a Jupyter distribution that runs entirely in the web browser, backed by in-browser language kernels such as the WebAssembly powered Pyodide kernel. JupyterLite enables data science and interactive computing with the PyData scientific stack, directly in the browser.
ML Communication 101: How to talk about Machine Learning with anyone
Julia OstheimerBest Practice, Business & Start-Ups, Career & Freelancing, Corporate, Diversity & Inclusion, Ethics (Privacy, Fairness,… ), Transparency / Interpretability, Use Case
You wanna know how you can explain your grandparents what #MachineLearning is? Attend the #PyConDE #PyData tutorial on how to translate #ML terms into everyday language of any audience. #communication #101 #tutorial #softskills #AI
Slack bots 101: An introduction into slack bot-based workflow automation
Jordi SmitAPIs, DevOps, Use Case
Most developers work with Slack every day, yet very few of them know about the awesome things you can do when you build your own slack bot. During this talk, we will teach you to build and deploy your first slack bot.
Transformer based clustering: Identifying product clusters for E-commerce
Sebastian Wanner, Christopher LennanNatural Language Processing, Neural Networks / Deep Learning, Use Case
Transformer based clustering with Sentence-Transformers and Facebook Faiss for an E-commerce use case where we clustered offers to automatically generate new products.
Web based live visualisation of sensor data
Jannis LübbeAPIs, Data Visualization, Use Case
Streaming sensor data to multiple end devices using FastAPI and websockets.