Teaching Programming for First-Year Data Science

Author:

Burridge Joshua1,Fekete Alan1

Affiliation:

1. The University of Sydney, Sydney, NSW, Australia

Publisher

ACM

Reference21 articles.

1. Creating a Balanced Data Science Program

2. Ani Adhikari , John DeNero , and Michael I . Jordan . 2021 . Interleaving Computational and Inferential Thinking: Data Science for Undergraduates at Berkeley. Harvard Data Science Review 3 (30 4 2021). Issue 2. https://doi.org/10.1162/99608f92.cb0fa8d2 https://hdsr.mitpress.mit.edu/pub/e69066t4. Ani Adhikari, John DeNero, and Michael I. Jordan. 2021. Interleaving Computational and Inferential Thinking: Data Science for Undergraduates at Berkeley. Harvard Data Science Review 3 (30 4 2021). Issue 2. https://doi.org/10.1162/99608f92.cb0fa8d2 https://hdsr.mitpress.mit.edu/pub/e69066t4.

3. Experiential Learning in Data Science: Developing an Interdisciplinary, Client-Sponsored Capstone Program

4. The state of play

5. Jean R. S. Blair , Lawrence Jones , Paul Leidig , Scott Murray , Rajendra K. Raj , and Carol J. Romanowski . 2021 . Establishing ABET Accreditation Criteria for Data Science. In SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education. 535--540 . Jean R. S. Blair, Lawrence Jones, Paul Leidig, Scott Murray, Rajendra K. Raj, and Carol J. Romanowski. 2021. Establishing ABET Accreditation Criteria for Data Science. In SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education. 535--540.

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1. Recommendations for Improving End-User Programming Education: A Case Study with Undergraduate Chemistry Students;Journal of Chemical Education;2024-07-05

2. Investigating Student Mistakes in Introductory Data Science Programming;Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 1;2024-03-07

3. Regulatory Strategies for Novice Programming Students;Communications in Computer and Information Science;2024

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