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Martin Szugat on 14.11.2018 at the Predictive Analytics World for Business in Berlin
Design Thinking for
Data Superwomen & Supermen
Data Alchemy
Data Science
“Owning a large, domain-specific dataset can therefore become a
significant source of competitive advantage […]”
Source: https://medium.com/@muellerfreitag/10-data-acquisition-strategies-for-startups-
47166580ee48
“Accessing and owning a large, domain-specific dataset to build
high accuracy models can be the single hardest problem that
founders need to solve in the beginning.”
Source: https://medium.com/@muellerfreitag/10-data-acquisition-strategies-for-startups-
47166580ee48
Data & Analytics: Two Sides of a Coin.
Source: http://www.kdnuggets.com/2016/05/datasets-over-algorithms.html
AnalyticsData
Data drives your business.
Value
AnalyticsValue Data
A data strategy guides your business.
Data strategy design gives you the orientation.
With the proven method of data strategy design you explore your data
landscape, identify relevant applications and develop a plan to increase
your analytical maturity. For more information see
www.datastrategydesign.com.
AnalyticsValue Data
… and +20 more „Data Strategy Design Thinkers“
What is Design Thinking?
Creating solutions from the perspective.
T-shaped team
Interdisciplinary: Marketing, IT,
Business Intelligence
customers!
„Fail early to succeed sooner.“
Tom Kelley, inventor of design thinking
Which tools?
Your brain.
And paper & pen.
Website
Personalization
Website
CRM
Newsletter
Social
Media
Web
Analytics
Sales
Reporting
Newsletter
Insights
Social
Media
Monitoring
Integrated
Marketing
Dashboard
A/B
Website
Testing
Lead
Scoring
Churn
Prevention
Churn
Prediction
Uplift
Modelling
Affinity
Scoring
Web Analyst Business
Analyst
Data
Warehouse
ETL-Tool BI
Developer
Self-Service-
BI-Tool
Predictive
Modelling Tool
Data
Scientists
Data
Engineer
Machine
Learning-
Developer
AdWords
Optimization
(CLV)
Designguide: Process Patterns
ANALYTICS MATURITY
1) Identify & prioritize use
cases.
DATA STRATEGY
2) Design & evaluate
analytical solution.
AdWords
Optimization on
„CLV“
Revenue by
customers
Click costs by
customers
Calculate
„CLV“
Sort AdWords
campaigns by
„CLV“
CRM:
Revenues
AdWords:
Click Costs
Designguide: Process Patterns
ANALYTICS MATURITY
1) Identify & prioritize use
cases.
DATA STRATEGY DATA LANDSCAPE
2) Design & evaluate
analytical solution.
3) Explore data sources &
providers.
„CLV“
CRM:
User data
AdWords:
Click costs
Shop system:
Transactions
Customer
ID
„CLV“
CRM:
User data
AdWords:
Click costs
Shop system:
Transactions
Landing page per
AdWords campaign
AdWords
Optimization on
„CLV“
Revenue by
customers
Click costs by
customers
Calculate
„CLV“
Sort AdWords
campaigns by
„CLV“
CRM:
User data
AdWords:
Click costs
Shop system:
Transactions
Landing page per
AdWords campaign
Get started.
Downloads, tutorials & more for free:
http://datastrategydesign.com
May the data be with you.
Trainings:
15.11.2018 Berlin
31.1-1.2.2019 Munich
8-9.2.2019 Munich
8.5.2019 Munich
datentreiber.deWir treibenIhr Unternehmenvoran.
Web: www.datentreiber.de
Blog: www.datentreiber.de/blog/
Martin Szugat
Telefon: +49 [0]881 12 88 46 53
Email: ms@datentreiber.de

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