Now is the time to strengthen your skills and knowledge: with the virtual workshop “Data Thinking” we give you the chance to learn a proven method and free open source tools to design useful data products and more successful data projects. With this free preview, you have the possibility to get an overview of the workshop and an insight into how to apply design thinking for data science & analytics.

1. PAW Workshop Preview:
Data Thinking

2. 1996-2008
Consultant, Author
and Software Developer
Study and Research of
Bioinformatics (Data Science)
2001-2008
Managing Director &
Shareholder of SnipClip GmbH
2008-2013
Program Director of the Predictive
Analytics World & Deep Learning
World Conferences Germany
2014-dato
Managing Director & Founder of
Datentreiber GmbH
2014-dato
Chief Data Officer & Shareholder of
42AI GmbH
2018-dato
Martin Szugat

4. Agenda

5. Three virtual conferences on 11-12 May …
➔

6. … and two virtual workshops on 13 May 2020:

7. Why think about data …

8. … before doing data science?

9. Because ~85% of data analytics projects fail!

10. Reason #1: no business impact.

11. Reason #2: no user acceptance.

12. Reason #3: no (right) data.

13. → →
→ →
Data
Thinking
Data
Mining
Data
Engineering
Data
Management
Data Strategy
Data Prototypes
Data Product
Data SourcesData AssetsData Product
Innovation Cycle

14. Data
Management
Data
Engineering
Data
Mining
Data
Thinking
Data, Model &
Application
Management
Data,
Software & UI
Engineering
Data
Mining & User
Experiments
Data & Design
Thinking
2. User
Under-
standing
(Desirability)
3. Data
Under-
standing
(Feasibility)
1. Business
Under-
standing
(Viability)
2. Modelling
3.
Evaluation
1. Data
Preparation
3. Learn
1. Build
2. Measure
(Test)
3. Act
1. Deploy
2. Monitor

15. Data, Model &
Application
Management
Operating
Data,
Software & UI
Engineering
Engineering
Data & Design
Thinking
Data
Mining & User
Experiments
Designing
Experiment-
ing
➔➔

16. „Fail early to succeed sooner.“

17. Which tools?

18. Your head.

19. And the Data Strategy Designkit

20. Workshop Agenda for 13 May 2020

21. ➔

22. Q&A