Opinionated Practices for Teaching Reproducibility: Motivation, Guided Instruction and Practice

AbstractIn the data science courses at the University of British Columbia, we define data science as the study, development and practice of reproducible and auditable processes to obtain insight from data. While reproducibility is core to our definition, most data science learners enter the field wi...

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Bibliographic Details
Main Authors: Joel Ostblom, Tiffany Timbers
Format: Article
Language:English
Published: Taylor & Francis Group 2022-09-01
Series:Journal of Statistics and Data Science Education
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/26939169.2022.2074922