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How to Build a Rocket
Jenny Thompson
Head of Data Science & Advanced
Analytics
Jenny.Thompson@forward3d.com
Or three ways a Data Scientist can help you supercharge your business
2
“Anonymous. Cobb County Gem & Mineral Society Website”
Forward3D is a 300 strong digital marketing agency
running cutting edge campaigns for global brands
4
5
6
“Khan, Pervisha (2014).Milky Way Galaxy Shimmering over Nanga, Parbat, Pakistan, Wikipedia.org”
7
Space
Earth
Technical Challenges To Overcome:
Trajectory ElectromagneticsPropulsion Tensile Strengths
8
Rocket
Scientist
Mathematics
Physics
Mechanical
Engineering
Computer
Science
Chemistry
NASA Needs Rocket Scientists.
10
Marketing
Horizon
Brands
Technical Challenges To Overcome:
Data VeracityData VelocityData VarietyData VolumeData Silos
11
Data
Scientist
Mathematics &
Statistics
Creative
Programming
Marketing
Expertise
Brands Need Data Scientists.
How have Forward3D Data Scientists Helped Brands?
14Building Rockets > Dynamic Attribution Modeling
Measure the true value of each touch in digital paths to
conversion using path level, dynamic attribution.
Technical Challenges Overcome:
Data Volumes Data VarietyData Silos
£50
100%
£50
20%30%50%
15Building Rockets > Profit Erosion Modeling
Model profit erosion so that brands can identify issues in
media spend, pricing or merchandising.
Revenue Actual ProfitShipping
Costs
Fulfillment Media
Costs
Warehous
e
16Building Rockets > Profit Erosion Modeling
Feed profitability data into media optimisations.
Revenue
Media Cost
Revenue by Display Campaign
17Building Rockets > Profit Erosion Modeling
Feed profitability data into media optimisations.
Technical Challenges Overcome:
Data Volumes Data VarietyData Silos Data Veracity
Attributed
Profit
Media Cost
Profitability by Display Campaign
Break Even
18Building Rockets > Machine Learning for PPC Optimisation
Use anomaly detection and machine learning to make better
PPC investment & bidding decisions.
Technical Challenges Overcome:
Data Velocity Data VarietyData Silos
Time
Expected
Query
Velocity
Anomalous
Query
Velocity
Queries
19
“Aldrin, Buzz [1969]. Aldrin Bootprint, Wikipedia.org”
Any Questions?
Thank You.
Contact
Jenny.thompson@forward3d.com
For an informal discussion on how
we can help solve your data
challenges, come and grab me!

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