Importance of collaboration among programmers and data scientists by Rafael del Hoyo & Jorge...

Importance of collaboration among

Programmers and Data Scientists

#1 ITAINNOVA at the 4thED BIG DATA Spain @ITAINNOVA · www.itainnova.es · #BDS15

Jorge Vea Murguía

jveamurguia@itainnova.es

Rafael del Hoyo

rdelhoyo@itainnova.es

@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

moriarty@itainnova.es

Rafa del Hoyo

rdelhoyo@itainnova.es

@neuralconcept

Jorge Vea-murguía

jveamurguia@itainnova.es