Data science


Topic | v1 | created by janarez |
Description

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from many structural and unstructured data. Data science is related to data mining, machine learning and big data. Data science is a "concept to unify statistics, data analysis and their related methods" in order to "understand and analyze actual phenomena" with data. It uses techniques and theories drawn from many fields within the context of mathematics, statistics, computer science, domain knowledge and information science. Turing award winner Jim Gray imagined data science as a "fourth paradigm" of science (empirical, theoretical, computational and now data-driven) and asserted that "everything about science is changing because of the impact of information technology" and the data deluge.


Relations

uses Topological data analysis (TDA)

In applied mathematics, topological data analysis (TDA) is an approach to the analysis of datasets us...

parent of Data mining

Data mining is a process of discovering patterns in large data sets involving methods at the intersec...

uses Deep learning

Deep learning (also known as deep structured learning) is part of a broader family of machine learnin...

uses Computer vision

Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-...

uses Machine learning

Machine learning (ML) is the study of computer algorithms that improve automatically through experien...

used by Data

Data are characteristics or information, usually numerical, that are collected through observation. I...


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