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Nischal Shrestha – ProQuest LLC, 2022
Data science programming presents many challenges for programmers entering the field. Roughly, data science programming can be broken up into several activities: data wrangling, analysis, modeling, or visualization. Data wrangling is an important first step that involves cleaning and shaping tabular data--or dataframes--into a form amenable for…
Descriptors: Data Science, Programming, Learning Strategies, Programming Languages
Yagci, Mustafa – Turkish Online Journal of Educational Technology - TOJET, 2016
High-level thinking and problem solving skill is one requirement of computer programming that most of the students experience problems with. Individual differences such as motivation, attitude towards programming, thinking style of the student, and complexity of the programming language have influence on students' success on programming. Thus,…
Descriptors: Blended Learning, Programming Languages, Success, Student Motivation
Kolfschoten, Gwendolyn; Lukosch, Stephan; Verbraeck, Alexander; Valentin, Edwin; de Vreede, Gert-Jan – Computers & Education, 2010
Nowadays we need to teach students how to become flexible problem solvers in a dynamic world. The pace in which technology changes and complexity increases requires increased efficiency in learning and understanding. This requires the engineers of tomorrow to quickly gain knowledge and insight outside their prime area of expertise. To transfer…
Descriptors: Instructional Design, Problem Solving, Learning Processes, Efficiency
Wang, Li-Chun; Chen, Ming-Puu – Innovations in Education and Teaching International, 2010
Learning to program is difficult for novices, even for those undergraduates who have majored in computer science. The study described in this paper has investigated the effects of game strategy and preference-matching on novice learners' flow experience and performance in learning to program using an experiential gaming activity. One hundred and…
Descriptors: Games, Program Effectiveness, Secondary School Students, Experiential Learning
Norton, Stephen J.; McRobbie, Campbell J.; Ginns, Ian S. – Research in Science Education, 2007
Little research has been conducted on how students work when they are required to plan, build and evaluate artefacts in technology rich learning environments such as those supported by tools including flow charts, "Labview" programming and Lego construction. In this study, activity theory was used as an analytic tool to examine the social…
Descriptors: Programming Languages, Flow Charts, Problem Solving, Programming

Walsh, Thomas E., Jr. – Journal of Research on Computing in Education, 1994
This literature review examines the contribution of the LOGO programming language toward facilitating elementary school students' learning and in promoting problem-solving skills. Topics addressed include positive and negative effects of LOGO use; LOGO theory and development; transfer of LOGO skills; and support for structured, teacher-mediated…
Descriptors: Computer Assisted Instruction, Elementary Education, Elementary School Students, Geometry