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| '''Human Centered Data Science''' (HCDS) is a course offered by the [https://escience.washington.edu/ University of Washington eScience Institute] as part of the core curriculum for the [https://www.datasciencemasters.uw.edu/ Master of Science in Data Science] program as '''DATA 512''', and hosted by the [https://www.hcde.washington.edu/ Department of Human Centered Design and Engineering]. The course curriculum was developed by Jonathan T. Morgan, Brock Craft, and Cecilia Aragon with contributions by Os Keyes and Brandon Martin-Anderson.
| | #REDIRECT [[Human_Centered_Data_Science_(Fall_2018)]] |
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| Human Centered Data Science focuses on fundamental principles of data science and its human implications, including:
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| * research ethics
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| * data privacy
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| * legal considerations
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| * algorithmic bias, transparency, fairness and accountability
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| * data provenance, curation, preservation, and reproducibility
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| * user experience design and research for big data
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| * crowdwork and human computation
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| * data communication and visualization
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| * societal impacts of data science
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| Course curricula are available for the following class sessions:
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| * [[Human Centered Data Science (Fall 2019)]]
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| * [[Human Centered Data Science (Fall 2018)]]
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| * [[Human Centered Data Science (Fall 2017)]]
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| Feel free to use any of the course materials hosted on this wiki! We just ask that you [https://creativecommons.org/licenses/by-sa/3.0/ provide attribution] by noting that you adapted or adopted materials from this course (and if possible, link back to this wiki page).
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| If you have questions or feedback related to the course, you are welcome to email Jonathan at jmo25 at uw dot edu.
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| == See also ==
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| * [[DS4UX_(Spring_2016)|HCDE 598: Data science for UX researchers]]. A graduate level special topics class taught in 2016.
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| * [[Human Data Interaction|HCDE 410: Human Data Interaction]]. A course offered as part of the [https://escience.washington.edu/education/undergraduate/ UW Undergraduate Data Science Minor]. Under development for Spring quarter 2021.
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