SlideShare a Scribd company logo
1 of 5
Download to read offline
Building great Big Data
Science Teams
Óscar Marín Miró
@outliers_es
www.outliers.es
1
“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!!!
2
Meet the Data Team (I)
Tech UX
Value
3
Meet the Data Team (II)
BackEnd
Engineering
FrontEnd
Engineering
Data Science
HTML5
D3.js
Javascript
Python
MongoDB
Hadoop
Stats
R
Machine Learning
Tech
Design
Interaction
Domain-
Knowledge
Narrative
UX
Value
+
Data
Answers
Questions
Answers
(Model)
(Implementation) (Representation)
4
Any questions?
Thanks for your attention!
5

More Related Content

More from Outliers Collective

3rd Barcelona Virtual Reality Meetup Introduction
3rd Barcelona Virtual Reality Meetup Introduction3rd Barcelona Virtual Reality Meetup Introduction
3rd Barcelona Virtual Reality Meetup IntroductionOutliers Collective
 
Nuevos usuarios, redes y lenguajes: Instagram y Twitter
Nuevos usuarios, redes y lenguajes: Instagram y TwitterNuevos usuarios, redes y lenguajes: Instagram y Twitter
Nuevos usuarios, redes y lenguajes: Instagram y TwitterOutliers Collective
 
#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes
#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes
#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajesOutliers Collective
 
Minería de perfiles políticos en Twitter El caso de PP, PSOE y Podemos
Minería de perfiles políticos en Twitter El caso de PP, PSOE y PodemosMinería de perfiles políticos en Twitter El caso de PP, PSOE y Podemos
Minería de perfiles políticos en Twitter El caso de PP, PSOE y PodemosOutliers Collective
 
"Las emociones nos conectan, las redes nos unen"
"Las emociones nos conectan, las redes nos unen""Las emociones nos conectan, las redes nos unen"
"Las emociones nos conectan, las redes nos unen"Outliers Collective
 
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UABBig data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UABOutliers Collective
 
Análisis Geoespacial y Redes Sociales
Análisis Geoespacial y Redes SocialesAnálisis Geoespacial y Redes Sociales
Análisis Geoespacial y Redes SocialesOutliers Collective
 
#DataBeers: Inmersive Data Visualization con Oculus Rift
#DataBeers: Inmersive Data Visualization con Oculus Rift#DataBeers: Inmersive Data Visualization con Oculus Rift
#DataBeers: Inmersive Data Visualization con Oculus RiftOutliers Collective
 
Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...
Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...
Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...Outliers Collective
 
Esdi - Big Bang Data - ZZZINC - Comunidades y proyectos
Esdi - Big Bang Data - ZZZINC - Comunidades y proyectosEsdi - Big Bang Data - ZZZINC - Comunidades y proyectos
Esdi - Big Bang Data - ZZZINC - Comunidades y proyectosOutliers Collective
 
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UABBig data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UABOutliers Collective
 
Visualización de Datos: ¿la nueva frontera?
Visualización de Datos: ¿la nueva frontera?Visualización de Datos: ¿la nueva frontera?
Visualización de Datos: ¿la nueva frontera?Outliers Collective
 
Data tools ecosystem for non-programmers
Data tools ecosystem for non-programmersData tools ecosystem for non-programmers
Data tools ecosystem for non-programmersOutliers Collective
 
Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013
Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013
Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013Outliers Collective
 
D3.js: Data Visualization for the Web
D3.js: Data Visualization for the Web D3.js: Data Visualization for the Web
D3.js: Data Visualization for the Web Outliers Collective
 
Análisis del lenguaje y contenido emocional en #15m en Twitter
Análisis del lenguaje y contenido emocional en #15m en TwitterAnálisis del lenguaje y contenido emocional en #15m en Twitter
Análisis del lenguaje y contenido emocional en #15m en TwitterOutliers Collective
 

More from Outliers Collective (20)

3rd Barcelona Virtual Reality Meetup Introduction
3rd Barcelona Virtual Reality Meetup Introduction3rd Barcelona Virtual Reality Meetup Introduction
3rd Barcelona Virtual Reality Meetup Introduction
 
Nuevos usuarios, redes y lenguajes: Instagram y Twitter
Nuevos usuarios, redes y lenguajes: Instagram y TwitterNuevos usuarios, redes y lenguajes: Instagram y Twitter
Nuevos usuarios, redes y lenguajes: Instagram y Twitter
 
#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes
#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes
#bigdatacyl: Nuevos usuarios, nuevas redes, nuevos lenguajes
 
Data, Cesium.js, StreetView
Data, Cesium.js, StreetViewData, Cesium.js, StreetView
Data, Cesium.js, StreetView
 
Minería de perfiles políticos en Twitter El caso de PP, PSOE y Podemos
Minería de perfiles políticos en Twitter El caso de PP, PSOE y PodemosMinería de perfiles políticos en Twitter El caso de PP, PSOE y Podemos
Minería de perfiles políticos en Twitter El caso de PP, PSOE y Podemos
 
"Las emociones nos conectan, las redes nos unen"
"Las emociones nos conectan, las redes nos unen""Las emociones nos conectan, las redes nos unen"
"Las emociones nos conectan, las redes nos unen"
 
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UABBig data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
 
Análisis Geoespacial y Redes Sociales
Análisis Geoespacial y Redes SocialesAnálisis Geoespacial y Redes Sociales
Análisis Geoespacial y Redes Sociales
 
Big data. What's that?
Big data. What's that?Big data. What's that?
Big data. What's that?
 
#DataBeers: Inmersive Data Visualization con Oculus Rift
#DataBeers: Inmersive Data Visualization con Oculus Rift#DataBeers: Inmersive Data Visualization con Oculus Rift
#DataBeers: Inmersive Data Visualization con Oculus Rift
 
Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...
Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...
Perfiles y Proceso en la Visualización de la Información - UOC - Mosaic - UX ...
 
Esdi - Big Bang Data - ZZZINC - Comunidades y proyectos
Esdi - Big Bang Data - ZZZINC - Comunidades y proyectosEsdi - Big Bang Data - ZZZINC - Comunidades y proyectos
Esdi - Big Bang Data - ZZZINC - Comunidades y proyectos
 
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UABBig data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
Big data: Valor y Mercado: Escola Universitària Salesians de Sarrià - UAB
 
Big data: Valor y Mercado
Big data: Valor y MercadoBig data: Valor y Mercado
Big data: Valor y Mercado
 
Cccb cartografia social
Cccb cartografia socialCccb cartografia social
Cccb cartografia social
 
Visualización de Datos: ¿la nueva frontera?
Visualización de Datos: ¿la nueva frontera?Visualización de Datos: ¿la nueva frontera?
Visualización de Datos: ¿la nueva frontera?
 
Data tools ecosystem for non-programmers
Data tools ecosystem for non-programmersData tools ecosystem for non-programmers
Data tools ecosystem for non-programmers
 
Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013
Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013
Big Data y Transformación Social: Límites y Posibilidades. FCFORUM 2013
 
D3.js: Data Visualization for the Web
D3.js: Data Visualization for the Web D3.js: Data Visualization for the Web
D3.js: Data Visualization for the Web
 
Análisis del lenguaje y contenido emocional en #15m en Twitter
Análisis del lenguaje y contenido emocional en #15m en TwitterAnálisis del lenguaje y contenido emocional en #15m en Twitter
Análisis del lenguaje y contenido emocional en #15m en Twitter
 

Recently uploaded

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...Zilliz
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdfSandro Moreira
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Zilliz
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 

Recently uploaded (20)

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 

Looking for The Magic: Building Great Data Teams

  • 1. Building great Big Data Science Teams Óscar Marín Miró @outliers_es www.outliers.es 1
  • 2. “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!!! 2
  • 3. Meet the Data Team (I) Tech UX Value 3
  • 4. Meet the Data Team (II) BackEnd Engineering FrontEnd Engineering Data Science HTML5 D3.js Javascript Python MongoDB Hadoop Stats R Machine Learning Tech Design Interaction Domain- Knowledge Narrative UX Value + Data Answers Questions Answers (Model) (Implementation) (Representation) 4
  • 5. Any questions? Thanks for your attention! 5