Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge...
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![Page 1: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/1.jpg)
![Page 2: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/2.jpg)
Importance of collaboration among
Programmers and Data Scientists
#1 ITAINNOVA at the 4thED BIG DATA Spain @ITAINNOVA · www.itainnova.es · #BDS15
Jorge Vea Murguía
Rafael del Hoyo
@neuralconcept
![Page 3: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/3.jpg)
Importance of collaboration among Programmers and Data Scientists
@ITAINNOVA · www.itainnova.es · #BDS15
DEVELOP A COOL ADVANCED INTELLIGENT SERVICE
ITAINNOVA at the 4thED BIG DATA Spain
![Page 4: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/4.jpg)
Importance of collaboration among Programmers and Data Scientists
@ITAINNOVA · www.itainnova.es · #BDS15
Data Scientist
I love Data
I like to make new algorithms
to discover patterns and
program in R, Matlan and
Mathematica.
Deep Learning is the future
and I can do anything with
Python
ITAINNOVA at the 4thED BIG DATA Spain
![Page 5: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/5.jpg)
Importance of collaboration among Programmers and Data Scientists
@ITAINNOVA · www.itainnova.es · #BDS15
Programmer
I know a lot of different programming
languages as java , sql, c++ , also the
latest technologies of BigData Spark,
Map-Reduce, mongodb.
Also known design patterns, I love SOA,
and to build distributed architectures,
I like in my home to integrate different
systems, with different OS
I use Agile methodologies of
development
ITAINNOVA at the 4thED BIG DATA Spain
![Page 6: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/6.jpg)
Collaboration Problem: Content
@ITAINNOVA · www.itainnova.es · #BDS15
Programmer vs Data Scientis
SOA, Orient Object programming, BPMN, Design
Patterns
Neural Networks, Artificial Intelligent, Statistics, Semantics
ITAINNOVA at the 4thED BIG DATA Spain
![Page 7: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/7.jpg)
Collaboration Problem: Programming Language
@ITAINNOVA · www.itainnova.es · #BDS15
Programmer vs Data Scientis
HTML, JAVASCRIPT,
JAVA, C++, J2EE
Matlab, R, Python
ITAINNOVA at the 4thED BIG DATA Spain
![Page 8: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/8.jpg)
Collaboration Problem: Legacy Systems
@ITAINNOVA · www.itainnova.es · #BDS15
Programmer vs Data Scientis
JAVA, C++, J2EE
ITAINNOVA at the 4thED BIG DATA Spain
![Page 9: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/9.jpg)
SOLUTION A
ITAINNOVA at the 4thED BIG DATA Spain @ITAINNOVA · www.itainnova.es · #BDS15
Programmer vs Data Scientis
I learn JAVA, J2EE, C++
SOA …
I learn Semantic
Processing, Artificial
Intelligent, R
![Page 10: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/10.jpg)
Solution ITAINNOVA
ITAINNOVA at the 4thED BIG DATA Spain @ITAINNOVA · www.itainnova.es · #BDS15
Collaboration among Programmers and Data Scientists
Need for New Tools
• Ecosystem Spark
• Ease to use
• Graphical view
• BPMN Business language
description
• Ease conversion
algorithms as a service
(SOA)
![Page 11: Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge Vea-murguía at Big Data Spain 2015](https://reader031.fdocuments.in/reader031/viewer/2022030318/58ee5c2c1a28abfd578b45ff/html5/thumbnails/11.jpg)
Importance of collaboration among
Programmers and Data Scientists
#1 ITAINNOVA at the 4thED BIG DATA Spain @ITAINNOVA · www.itainnova.es · #BDS15
Importance of collaboration among Programmers and Data Scientists
#1 ITAINNOVA at the 4thED BIG DATA Spain @ITAINNOVA · www.itainnova.es · #BDS15
SEDE CENTRAL ITAINNOVA
Instituto Tecnológico de Aragón
María de Luna, 7-8
50018 Zaragoza (Spain)
Tfno: +34 976 010 000
Rafa del Hoyo
@neuralconcept
Jorge Vea-murguía