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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
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
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
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
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
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
Collaboration Problem: Legacy Systems
@ITAINNOVA · www.itainnova.es · #BDS15
Programmer vs Data Scientis
JAVA, C++, J2EE
ITAINNOVA at the 4thED BIG DATA Spain
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
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)
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
