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Myths of Data Science
Jarun Ngamvirojcharoen
Source: https://balajiviswanathan.quora.com/Lessons-from-the-Blind-men-and-the-elephant
A Story of Blind Men and Elephant
Myth # 1 You need skills in Computer Science,
Math/Statistics, Domain Expertise
(aka Data Science Venn Diagram)
to be a good Data Scientist - Unicorn
Source: https://balajiviswanathan.quora.com/Lessons-from-the-Blind-men-and-the-elephant
Team Diversity and Collaborative Process as a Learning System
Source: https://balajiviswanathan.quora.com/Lessons-from-the-Blind-men-and-the-elephant
Many Thinking Hats
Myth # 2 Data Scientist builds machine learning
models to produce a compelling result
Deep Net
Interpretation
?
Myth # 3 We need big data because it gives us power
Big Data
Small
Value
Data Strategy/
Governance
Ethics
Organization
Culture
Infrastructure
Deployment
Organization
Process
Something Beyond Data Science

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