Looking for The Magic: Building Great Data Teams
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Transcript of Looking for The Magic: Building Great Data Teams
Building great Big Data Science Teams
Óscar Marín Miró@outliers_es
www.outliers.es
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“A human being should be able to change a diaper, plan an invasion, butcher a hog, conn a ship, design a building, write a sonnet, balance accounts, build a wall, set a bone, comfort the dying, take orders, give orders, cooperate, act alone, solve equations, analyze a new problem, pitch manure, program a computer, cook a tasty meal, fight efficiently, die gallantly. Specialization is for insects.” -Robert A. Heinlein
✓ Machine Learning
✓ Natural Language Processing
✓ Stats
✓ NoSQL
✓ Hadoop ecosystem
✓ Python, R, Ruby, Matlab, Perl, Java
✓ Visualization Libraries: D3.js,
✓ Social Network Analysis
✓ Storytelling
✓ Excel mastery
Meet the “Big Data Scientist”
Give me your Data and I’ll CHANGE THE WORLD!!!
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Meet the Data Team (I)
Tech UX
Value
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Meet the Data Team (II)
BackEndEngineering
FrontEndEngineering
Data Science
HTML5D3.js
Javascript
PythonMongoDBHadoop
StatsR
Machine Learning
Tech
DesignInteraction
Domain- KnowledgeNarrative
UX
Value
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Data Answers
Questions
Answers
(Model)
(Implementation) (Representation)
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Any questions?Thanks for your attention!
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