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title = "ECE408 / CS483 Course Development"
date = 2017-09-29T06:35:05-05:00
draft = false

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summary = "Students add a convolution layer to MXNet"

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external_link = ""

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I developed new course content for University of Illinois ECE 408 / CS 483 during the 2017 fall semester.

* Four lectures on machine learning ([1][l1], [2][l2], [3][l3], [4][l4])
* A [course project][project_repo] where students add a GPU convolution operator to MXNet.
* Project kickoff [slides][kickoff-slides] ([repo][kickoff-repo]).

I administered the project and revised it for the spring 2018 semester.

[project_repo]: https://github.com/illinois-impact/ece408_project
[l1]: ../../pdf/2017FA_ECE408_dl01_Intro.pdf
[l2]: ../../pptx/2017FA_ECE408_dl02_FF-Gradient.pptx
[l3]: ../../pptx/2017FA_ECE408_dl03_CNN01.pptx
[l4]: ../../pptx/2017FA_ECE408_dl04_CNN02.pptx
[kickoff-slides]: ../../pdf/2017FA_ECE408_project-kickoff.pdf
[kickoff-repo]: https://github.com/illinois-impact/ece408_project-kickoff-slides