In this 2-day workshop, you will learn how to initiate a data science project and the fundamental phases in a data-oriented project. You will have the opportunity to work with real cases that will enrich your understanding and help you make informed business decisions.
We recommend:
- Data literacy knowledge and basic understanding of data
- General understanding of programming, but no previews experience is needed
1. Data Science Workshop - Kick-off: This meeting covers the structure and mode of operation of this workshop. For this purpose, we present the setup and netiquette of this session. Furthermore, the necessary technical requirements and important terms from the field of Data Science are introduced.
- Virtual meetup netiquette
- Objective of the Data Science Workshop
- Technical prerequisites
- Teaser: What's it like to be a Data Scientist?
2. Data Science Workshop Overview: This workshop presents a fully-fledged Data Science project across the entire application lifecycle from business case to finished product. For each topic, we first acquire the theoretical knowledge and then apply it in the practical phase. The joint discussion of the achieved results completes the respective topic.
- Translation of a business to a data problem
- Data preparation
- Machine Learning
- Translation back to business solution
The workshop is for everyone interested in the topic of OpenAI. There is no prior knowledge in general as well as coding experience required.
Implementing a real Siemens use case by choosing the Timeseries path or the Classification path (or even do both) depending on which use case is more useful/interesting for you.
ai attack Enablement is the training and enablement program within the SDC Academy enabling everyone to work with AI.