Learnathon

Data Science Learnathon: From Raw Data to Deployment

December 4, 2019 - Düsseldorf
KNIME Data Science Learnathon

What is a learnathon? It's between a hackathon and a workshop. It's like a workshop because we'll learn more about the data science cycle - data access, data blending, data preparation, model training, optimization, testing, and deployment. It's like a hackathon because we'll work in groups to hack a workflow-based solution to guided exercises.

The tool of choice for this learnathon is KNIME Analytics Platform - an open, open-source, GUI driven, data analytics platform, that covers all your data needs from data import to final deployment. Being open, KNIME offers a vast integration and IDE environment for R, Python, SQL, and Spark.

After an initial introduction to the tool and to the data science cycle, we'll split in to groups. Each group will focus on one of three aspects of the data science cycle:

  • Group 1 - Working on the raw data. Data access and data preparation.
  • Group 2 - Machine Learning. Which model shall I use? Which parameters?
  • Group 3 - I have a great model. Now what? The model deployment phase.

Please also download the workshop material (jump-start workflows and instructions) from here. We'll import this material during the learnathon.

FAQ
What do I need to bring?

Please bring your own laptop, ideally pre-installed with the latest version of KNIME Analytics Platform, which you can download here. To get the latest version, open KNIME and go to "File -> Update KNIME" to get the latest version.

How can I get familiar with KNIME Analytics Platform?

To get familiar with KNIME Analytics Platform, take our free E-Learning Course.

How do I download KNIME Analytics Platform?

To install KNIME Analytics Platform, follow the instructions provided in these YouTube videos:

Windows
Mac
Linux

Where can I pre-download the materials?

Download the jump-start workflows and instructions here. We will import this material during the learnathon.

Agenda

6:00 PM
Reception
6:15 PM
Welcome
6:30 PM
Introduction to KNIME Analytics Platform
6:50 PM
The Data Science Cycle: From Raw Data to Deployment
7:10 PM -
Let's Work and Learn!
9:15 PM
Networking
KNIME Spring Summit Data Science in Action - Berlin 2020

March 30 - April 3, Berlin

KNIME Spring Summit 2020