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

Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
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
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
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
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdfChristopherTHyatt
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
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
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 

Recently uploaded (20)

Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
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
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
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
 
Evaluating the top large language models.pdf
Evaluating the top large language models.pdfEvaluating the top large language models.pdf
Evaluating the top large language models.pdf
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
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...
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 

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