Data science vs. operations research: A comparison

[...]the topic of DS vs. [...]use ML to select variables to branch within an OR branch-and-bound algorithm. * ML feeds OR (common): ML models are used for data preprocessing to set the parameters that can then be used by OR models. [...]most ML algorithms have embedded OR algorithms within them. [.....

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Bibliographic Details
Published inISE ; Industrial and Systems Engineering at Work Vol. 51; no. 12; pp. 42 - 45
Main Author Iyoob, Ilyas
Format Trade Publication Article
LanguageEnglish
Published Norcross Institute of Industrial and Systems Engineers (IISE) 01.12.2019
Subjects
Algorithms
Artificial intelligence
Data science
Industrial engineering
Integer programming
Linear programming
Machine learning
Operations research
Optimization techniques
Popularity
Science
Scientists
Startups
Trends
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Summary:[...]the topic of DS vs. [...]use ML to select variables to branch within an OR branch-and-bound algorithm. * ML feeds OR (common): ML models are used for data preprocessing to set the parameters that can then be used by OR models. [...]most ML algorithms have embedded OR algorithms within them. [...]these practitioners began to be known as data scientists because they were systematically gathering and using data to validate and test hypotheses.
ISSN:2471-9579