Stephan Sahm

Stephan Sahm is working as a data scientist and engineer since 7 years, after studying Applied Stochastics and Cognitive Science.

Recently he founded Jolin.io, a company dedicated to support businesses with green data science tools and respective consulting.
For more prudence and care about resource consumption in data science.

The speaker's profile picture

Sessions

11-30
09:50
30min
Reactive Notebooks for Python (for experimenting, building dashboards or real-time processes)
Stephan Sahm

Jupyter Notebooks revolutionized Data Science - Reactive Notebooks build on top of this giant. Reactivity solves a couple of problems:

  • Improved safety: It is impossible to get into an invalid state (where you would hit "rerun all" in Jupyter).

  • Simplified interactivity: Changing a value also updates those cells which depend on it.

  • Simplified deployment: The notebook itself is already a dashboard (with fully customizable html frontend).

In addition, the new notebook allows for self-updates, i.e. listening for some remote events and rerunning notebook cells automatically with the new updated value. This upgrades your notebook to a real-time analytics process.

In this talk I will present the new notebook and go through all its powerful features.

Ernst-Curie
11-30
11:35
30min
Jolin.io – Reactive Notebooks for Python
Stephan Sahm

Scale your Data Science with Reactive Notebooks.

From Monitoring and Dashboards, to Big Data, Real-Time and High Performance Computing — everything is cleanly controlled using a simple interactive notebook.

Jolin.io Cloud is built on top of Kubernetes and can be deployed into your own infrastructure. Or use our hosted service at cloud.jolin.io.

Planck