Myths of Data ScienceJarun 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 learningmodels 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

EthicsOrganization

Culture

InfrastructureDeployment

OrganizationProcess

Something Beyond Data Science