Software Development for Data Scientists (CSE 583)Syllabus
Homework is due by 11:59pm on the date that it is posted as “due”, unless otherwise noted in class.
| Monday | Tuesday | Wednesday | Thursday | Friday | Resources |
|---|---|---|---|---|---|
September 25: Overview and introductions (slides), software tour, software installation checklist (video) |
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September 30: |
October 2: |
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October 7: |
October 9: Hands on Git (video) |
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October 14: Simple Math Breakout (notebook) Procedural Python (notebook) (video) Guided Pandas tour (notebook) HW0 due! |
October 16: Python and Pandas tour, part 2 (video)) Project overview |
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October 21: Procedural Python (finishing) Student project proposals and project pairing |
October 23: Student project pairing |
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October 28: HW1 Due Intermediate git and collaboration with GitHub |
October 30: HW2 Due Software design, use case design (slides) (video) |
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November 4: Finishing components How to do a technology review: communication |
November 6 Debugging, exceptions (video, debugging, exceptions) |
Examples: simple pip, simple conda, entropy example |
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November 11: Veteran’s Day Holiday |
November 13: Technology Reviews |
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November 18: Package structure, floating point representations |
November 20: Modules, imports and names Testing (commands, testing, entropy test repo, notes.txt, video) |
Official Python Packaging Authority tutorial on creating packages |
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November 25: Continuous integration (video)(video2022) Standups (students) Finish CI & Package structure (slides) Group consultations with instructors. |
November 27: Thanksgiving break! |
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December 2: HW3 due! |
December 4: Consultation, Project Work Time |
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December 10: Final presentations (All) 4:30-6:20 eScience Institute (6th floor of the Physics Astronomy Tower) |
Access and Accommodations
Your experience in this class is important to us. If you have already established accommodations with Disability Resources for Students (DRS), please communicate your approved accommodations to me at your earliest convenience so we can discuss your needs in this course.
If you have not yet established services through DRS, but have a temporary health condition or permanent disability that requires accommodations (conditions include but are not limited to mental health, attention-related, learning, vision, hearing, physical or health impacts), you are welcome to contact DRS at 206-543-8924 or uwdrs@uw.edu or disability.uw.edu. DRS offers resources and coordinates reasonable accommodations for students with disabilities and/or temporary health conditions. Reasonable accommodations are established through an interactive process between you, your instructor(s) and DRS. It is the policy and practice of the University of Washington to create inclusive and accessible learning environments consistent with federal and state law.
Religious Accommodations
Washington state law requires that UW develop a policy for accommodation of student absences or significant hardship due to reasons of faith or conscience, or for organized religious activities. The UW’s policy, including more information about how to request an accommodation, is available at Religious Accommodations Policy. Accommodations must be requested within the first two weeks of this course using the Religious Accommodations Request form.
Land Acknowledgment
The University of Washington acknowledges the Coast Salish people of this land, the land which touches the shared waters of all tribes and bands within the Duwamish, Suquamish, Tulalip and Muckleshoot nations.
Academic Integrity and Misconduct
We will follow the UW College of Engineering policies on academic integrity and misconduct. You can view them here. Please see the grading page for information on our AI assist policy.