Abstract
The growing importance of machine learning creates challenging questions for computing education.
- Aho, A.V. Computation and computational thinking. The Computer Journal 55, 7 (July 2012), 832--835. Google ScholarDigital Library
- Boulay, B.D., O'Shea, T., and Monk, J. The black box inside the glass box: Presenting computing concepts to novices. International Journal of Man-Machine Studies 14, 3 (Apr. 1981), 237--249Google ScholarCross Ref
- Dean, J., Patterson, D., and Young, C. A new golden age in computer architecture: Empowering the machine-learning revolution. IEEE Micro 38, 2 (Mar./Apr. 2018), 21--29.Google Scholar
- Joint Task Force on Computing Curricula, Association for Computing Machinery, IEEE Computer Society (2013). Computer science curricula 2013; https://bit.ly/2E6dDGR Google ScholarDigital Library
- Langley, P. Machine learning as an experimental science. Machine Learning 3, 1 (Jan. 1998), 5--8. Google ScholarDigital Library
- Wing, J.M. Computational thinking. Commun. ACM 49, 3 (Mar. 2006), 33--35. Google ScholarDigital Library
Index Terms
- How machine learning impacts the undergraduate computing curriculum
Recommendations
A Sustainable Model for Integrating Current Topics in Machine Learning Research Into the Undergraduate Curriculum
This paper presents an integrated research and teaching model that has resulted from an NSF-funded effort to introduce results of current machine learning research into the engineering and computer science curriculum at the University of Central Florida ...
A Proposal of Undergraduate Curriculum to Include Research Under the Experiential Learning Framework
WCCCE '16: Proceedings of the 21st Western Canadian Conference on Computing EducationThe primary objective of this paper is to argue the importance of undergraduate research, and it provides a theoretical foundation in employing undergraduate research as part of the experiential learning approach. Recently experiential learning has ...
Developing a short undergraduate introduction to online machine learning
With the growing interest in data science, machine learning is becoming an important part of a well-rounded computer science curriculum. Although more and more schools are starting to teach machine learning and data science to undergraduates, these ...
Comments