Course/Curriculum Resource Sites

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Last week I posted about specific websites you might use to host or pull assignments from. This week I want to take a broader look at overall curriculum design. This is by no means a comprehensive posting of sites that have curriculum available, instead it’s intended to help reduce your search time for this kind …

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Intro to DS Assignment Sites

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As an instructor, I want to provide high-quality assignments that are focused (so they achieve the learning objective), engaging (so they aren’t bored), and well supported (so they don’t end up frustrated). In an ideal world, I’d have time to write, test, debug, and administer all my own, course-tailored assignments that meet these goals. I, …

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Version Control and Reproducible Research/Data Science

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A current hot-topic in research, especially within statistically driven or based research is “reproducible research”. In academia, the process of peer-review publication is meant to assure that any finding are reproducible by other scientists. But those of us in the trenches, and especially on the data-side of things know that is a theoretical outcome (the …

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Math (Courses) for Data Science

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I want to share some thoughts on the math required for a data scientist (or at least, a data science undergraduate degree). The discussion can really be boiled down to one question: “Discrete Mathematics or Calculus 2?” Let’s first take a look at the outcomes from an in-progress and two completed working groups on outlining …

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Student Learning Objectives – Part 4

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This post is part of a series on student learning objectives (SLO’s) for both curriculum and courses. The SLO’s in this post are course level, specifically topical objectives for an “Introduction to Data Science” (Data 151) class for new students. Love them or hate them, student learning objectives are a part of higher education (I …

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Student Learning Objectives – Part 3

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This post is part of a series on student learning objectives (SLO’s) both for curriculum and courses. The SLO’s in this post are course level, specifically for an “Introduction to Data Science” (Data 151) class for new students. Love them or hate them, student learning objectives are a part of higher education (I for one …

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Student Learning Objectives – Part 2

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This post is part of a series on student learning objectives (SLO’s) both for curriculum and courses. The SLO’s in this post are curricular level and address soft-skills and versatile expertise. Love them or hate them, student learning objectives are a part of higher education (I for one appreciate how they provide focus for curriculum …

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Student Learning Objectives (Part 1)

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This post is part of a series on student learning objectives (SLO’s) both for curriculum and courses. The SLO’s in this post are curricular level and address soft-skills and versatile expertise. Love them or hate them, student learning objectives are a part of higher education (I for one appreciate how they provide focus for curriculum …

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