Data Science in Perspective

01/15/2022
by   Rogerio Rossi, et al.
0

Data and Science has stood out in the generation of results, whether in the projects of the scientific domain or business domain. CERN Project, Scientific Institutes, companies like Walmart, Google, Apple, among others, need data to present their results and make predictions in the competitive data world. Data and Science are words that together culminated in a globally recognized term called Data Science. Data Science is in its initial phase, possibly being part of formal sciences and also being presented as part of applied sciences, capable of generating value and supporting decision making. Data Science considers science and, consequently, the scientific method to promote decision making through data intelligence. In many cases, the application of the method (or part of it) is considered in Data Science projects in scientific domain (social sciences, bioinformatics, geospatial projects) or business domain (finance, logistic, retail), among others. In this sense, this article addresses the perspectives of Data Science as a multidisciplinary area, considering science and the scientific method, and its formal structure which integrate Statistics, Computer Science, and Business Science, also taking into account Artificial Intelligence, emphasizing Machine Learning, among others. The article also deals with the perspective of applied Data Science, since Data Science is used for generating value through scientific and business projects. Data Science persona is also discussed in the article, concerning the education of Data Science professionals and its corresponding profiles, since its projection changes the field of data in the world.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
08/08/2023

Why Data Science Projects Fail

Data Science is a modern Data Intelligence practice, which is the core o...
research
09/29/2020

Towards decolonising computational sciences

This article sets out our perspective on how to begin the journey of dec...
research
04/05/2021

Predicting Mergers and Acquisitions using Graph-based Deep Learning

The graph data structure is a staple in mathematics, yet graph-based mac...
research
06/30/2023

Redeeming Data Science by Decision Modelling

With the explosion of applications of Data Science, the field is has com...
research
10/30/2022

Changes from Classical Statistics to Modern Statistics and Data Science

A coordinate system is a foundation for every quantitative science, engi...
research
10/18/2017

Mapping for accessibility: A case study of ethics in data science for social good

Ethics in the emerging world of data science are often discussed through...
research
06/26/2019

Wise Data: A Novel Approach in Data Science from a Network Science Perspective

Human beings have been generating data since very long times ago. We ask...

Please sign up or login with your details

Forgot password? Click here to reset