According to data from the US Bureau of Labor Statistics, the number of job postings for software engineers has steadily increased over the past few years and is expected to grow by 22% from 2019 to 2029. This paper presents the pedagogical experience within the new Immersive Software Engineering (ISE) program concerning mathematical foundations and data analytics topics. These topics were designed to cover essential mathematical concepts such as calculus, linear algebra, probability, and statistics and their integration within data analytic tools and techniques such as time-series forecasting, data cleaning, data visualization, and introduction to pattern recognition. In addition, hands-on projects and real-world applications were incorporated throughout the course to provide students with practical experience in these areas. We reflect on the first delivery of the ISE course, which provided students with a new innovative blended learning environment, and how it will be further developed towards Open Educational Resources (OER) components and refined to respond to the rapidly evolving needs of the software engineering industry.

Experiences from the first delivery of a new immersive software engineering course: mathematical foundations and data analytics

Marchisio, Marina;Margaria, Tiziana;Sacchet, Matteo
2023-01-01

Abstract

According to data from the US Bureau of Labor Statistics, the number of job postings for software engineers has steadily increased over the past few years and is expected to grow by 22% from 2019 to 2029. This paper presents the pedagogical experience within the new Immersive Software Engineering (ISE) program concerning mathematical foundations and data analytics topics. These topics were designed to cover essential mathematical concepts such as calculus, linear algebra, probability, and statistics and their integration within data analytic tools and techniques such as time-series forecasting, data cleaning, data visualization, and introduction to pattern recognition. In addition, hands-on projects and real-world applications were incorporated throughout the course to provide students with practical experience in these areas. We reflect on the first delivery of the ISE course, which provided students with a new innovative blended learning environment, and how it will be further developed towards Open Educational Resources (OER) components and refined to respond to the rapidly evolving needs of the software engineering industry.
2023
2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC)
Torino, Italia
27 - 29 giugno 2023
2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC)
IEEE
1576
1581
979-8-3503-2697-0
https://ieeexplore.ieee.org/document/10197125
Immersive Software Engineering, Mathematics Education, Data Analytics, Flipped-Classrooms, Example Eliciting Tasks, Learning-by-Doing, Collaborative learning, OER
Demrozi, Florenc; Marchisio, Marina; Margaria, Tiziana; Sacchet, Matteo
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1927833
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