This article aims to lay a foundation for the research and practice of machine learning education for creative practitioners. It begins by arguing that it is important to teach machine learning to creative practitioners and to conduct research about this teaching, drawing on related work in creative machine learning, creative computing education,…

Passive learning environments to teach programming concepts, especially in large lecture classes, hinder students' motivation, performance and may adversely affect their achievement goals. The study presents the use of two instructional strategies, teamwork, and reflective thinking, using educational technologies introduced in a class of 120…

Whirlwind growth in the technology sector has led to heightened demand for workers with specialized skills in coding and computer science. Projections for continued expansion of the sector feed a persistent fear that traditional educational offerings won't generate enough graduates with the skills the economy demands. Bootcamps focused on coding…

With recent increases in cybersecurity incidents, it is imperative to supplement current accounting curriculum, equip accounting graduates with sufficient knowledge and skills to assess cybersecurity risk, and learn about controls to mitigate such risks. In this chapter, the authors describe 10 teaching modules, supported by 10 professionally…

Background and Context: Women remain underrepresented in undergraduate computing, student leadership roles, and computing leadership positions after college. This study provides insight into these inequities by examining gender and leadership conceptions among computing undergraduate students. Objective: Guided by leadership identity development…

Background and Context: EarSketch was developed as a program to foster persistence in computer science with diverse student populations. Objective: To test the effectiveness of EarSketch in promoting intentions to persist, particularly among female students and under-represented minority students. Method: Meta-analyses, structural equation…

Research on innovative, integrated outreach programs guided three separate week-long outreach camps held across two summers (2018 and 2019). These camps introduced computer science through real-world applications and hands-on activities, each dealing with cybersecurity principles. The camps utilized low-cost hardware and free software to provide a…

The objectives of this study are to see if Reciprocal Teaching (RT) is more a effective Language Learning Strategy (LLS) to teach reading comprehension, and to see if students of high reading comprehension achievement have better reading comprehension than those of moderate and low reading comprehension achievement. The 3 x 2 factorial design is…

While research has demonstrated the links between active learning and student success, lecture remains a dominant instructional method within introductory STEM courses. In this project, we used the strategy of enlisting peer mentors to develop and facilitate active learning modules within introductory computer science. First, we describe the…

The purpose of this study was to design and develop a theory-based summary writing online tool, named Summary Writing-Pal (SW-PAL), to assist English as a second language students in improving their summary writing. It also evaluates the effectiveness of SW-PAL in enhancing the students' summary writing performance and examines their perceptions…

The number of computer science (CS) courses has been dramatically expanding in U.S. high schools (HS). In comparison with well-established courses in mathematics and science, little is known about how the decisions made by HS CS teachers regarding how and what to teach impact student performance later in introductory college CS courses. Drawing on…

In the fall of 2019, well before the appearance of COVID-19, there was heightened concern among U.S. business leaders, economists and investors about a global economic slowdown and the possibility of a recession in 2020. But a downturn in the technology sector was not prominent among their worries. In the decade from 2018 to 2028 computer and…

The purpose of this study is to find ways to monitor and evaluate the user experience of learners as they use an e-learning system. To do this, we have identified several factors that allow us to measure this experience. We have designed an online measurement scale, presented as a self-administered questionnaire, specifically dedicated to…

This article describes the development of a tense and aspect identifier, an online tool designed to help learners of English by harnessing a natural language processing pipeline to automatically classify verb groups into one of 12 grammatical tenses. Currently, there is no website or application that can automatically identify tense in context,…

Cloud computing applications have a profound presence in educational institutions, yet educators may not be utilizing the digital tools to their full potential. This study helped fill a gap in current literature regarding secondary teachers' acceptance and use of cloud computing applications in instruction. The purpose of this qualitative…