Abstract
References
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Abstract
In this paper we propose an introduction to
programming course using SageMath for non-Computer Science majors. A course
outline on developing and designing the course is briefly presented. Given the
large number of packages available in SageMath, such a course could easily be
tweaked to match the need of a diverse student population, whether it is
dominated by students majoring in Mathematics, Data Science, Computer Science,
Information Technology, or a mix of these. We also include some course
evaluation results from the first iteration of the course.
Keywords
CS 0 CS 0.5 non-major courses SageMath Python introductory programming language first-year computing
References
- Bard, G.V., Sage for undergraduates (online version), http://www.gregorybard.com/sage.html, retrieved Dec. 2018.
- Cass, S., The 2018 top programming languages, https://spectrum.ieee.org, 2017.
- Davis, J., 5 top languages for machine learning, data science, https://www.informationweek.com, retrieved Dec. 2018.
- Gaddis, T., Starting Out with Python (4th Edition), 2017.
- Guo, P., Python is now the most popular introductory teaching language at top U.S. universities, https://cacm.acm.org, retrieved Dec. 2018.
- Jochen, M., Introduction to computer programming course syllabus - fall 2012, http://quantum.esu.edu/~mjochen/Teaching/CPSC130/12f/, 2012.
- Lutz, M., Learning Python, 5th Edition, O'Reilly Media, 2013.
- Puget, J.F., The most popular language for machine learning is..., https://www.ibm.com, retrieved Dec. 2018.
- Rufinus, J. and Kortsarts, Y., Teaching an introductory programming course for non-majors using Python, In Proc ISECON, v22 (ColumbusOH), 2005.
- Stein, W.A. et al., Sage quickstart for statistics, http://doc.sagemath.org, retrieved Dec. 2018.
- Stein, W.A. et al., SageMath - open-source mathematical software system, http://www.sagemath.org, retrieved Dec. 2018.
- Voskoglou, C., What is the best programming language for machine learning?, https://towardsdatascience.com, retrieved Dec. 2018.
- Zelle, J., Python Programming: An Introduction to Computer Science, 3rd Ed., Franklin, Beedle & Associates, 2016.
- Zimmermann, P. et al., Computational mathematics with SageMath, http://www.sagemath.org, retrieved Dec. 2018.
Details
| Primary Language | English |
|---|---|
| Subjects | Engineering |
| Journal Section | Research Article |
| Authors | |
| Publication Date | June 30, 2019 |
| IZ | https://izlik.org/JA86HJ38YW |
| Published in Issue | Year 2019 Volume: 11 Issue: 1 |