Equalizing Data Science Curriculum for Computer Science Pupils
Koby Mike, Tamir Hazan, Orit Hazzan
Abstract
Data science is a new interdisciplinary field of research that focuses on extracting value from data. As an interdisciplinary science it integrates knowledge and methods from computer science, mathematics and statistics, and the domain knowledge of the data. As data science is still forming as a domain, several points of view exist on how to teach data science. The curriculum of many undergraduate data science programs includes advanced knowledge and skills in mathematics, statistics, computer science, and one or more data domains.
Topics & Concepts
Computer scienceCurriculumDomain (mathematical analysis)Domain knowledgeField (mathematics)Mathematics educationData scienceKnowledge managementMathematicsPedagogyPsychologyPure mathematicsMathematical analysisStatistics Education and MethodologiesBig Data and Business IntelligenceOnline Learning and Analytics