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National Data Science Education Workshop
June 24, 2019 - June 27, 2019
The workshop is made possible by support from the Microsoft Corporation, the West Big Data Innovation Hub, and UC Berkeley’s Division of Data Sciences.
Participants will come away with an in-depth understanding of these education approaches and ways to translate them to your institution.:
Foundations of Data Science
Designing a curriculum built on computational thinking with Python, inferential thinking by resampling, prediction, and machine learning.Data Science Modules How to infuse data sciences lectures, labs, assignments, and student projects into any domain area. Human Contexts and Ethics Exploring how human, social, and institutional structures and practices shape technical work around computing and data, as well as how data and computing permeate and shape our lives. Technology Infrastructure The technology underlying the pedagogy platform (JupyterHub, Kubernetes) and how to replicate it.