how big is data science?
TRANSCRIPT
How Big is Data
Science?
HRISTO HADJITCHONEVCo-founder
A4E
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BIG DATA
HowBIG is the big data?
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DATA SCIENCE
When Harvard Business Review
called it "The Sexiest Job of the 21st
Century” the term became a
buzzword …
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DATA SCIENCE
Data science, also known as data-driven science, is an interdisciplinary field of scientific methods, processes, algorithms and systems to extract knowledge or insights from data in various forms, either structured or unstructured, similar to data mining.
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DATA SCIENCE
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CASES
Uniliver• New
Technology
• Lipton Yellow Label
• 5.6% Revenue growth in 2 years
https://themarketingagenda.com/2014/09/20/unilever-bcg-matrix/
PetSmart
• Price Optimization
• +22 million $
• 600% ROI
http://www.parkeravery.com/casestudy-Price-Optimization-Solution-Implementation.html
Coca-Cola• GEO Targeting
of Marketing Campaign
• 20% better efficiency
• 60’000 households
https://www.a4everyone.com/doc/Coca-Cola-Case-Study.pdf
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GLOBAL PICTURE
Source: McKinsey Global Institute - Artificial Intelligence paper (June 2017)
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HOW TO JOIN THE PARTY
Project
Pros• Fast
• Done by Professionals
• $$$
Cons• Tactic rather Strategic
• Partial knowhow
• High Risk of Failure
In-house
Pros• 100% in-house
• Flexibility
• Opt. for Digitalization
Cons• Entire Team???
• $$$$$$ (investment)
• Maturity
Service
Pros• $ (ROI)
• Latest and Greatest
• High Quality & Minimal
Risk
• Effort
Cons• Partially Dependent
• Lack of know-how
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DATA SCIENCE TEAM
NO ANSWER is a valid answer!!!
Industry Maturity (comparison with SWD)
Complexity
Business Operations
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90
69
49
3831
2112 8.3 4.6 3.4 2.6
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
1790 1840 1880 1900 1910 1930 1950 1960 1970 1980 1990
% of the population occupied with farming
Other Farming