Final Project
Instructions
Your final project consists in writing a tutorial on a machine learning method (from a list posted on Piazza). Your target audience is someone who has taken Math 535. It should take the form of a single Jupyter notebook with the following sections being required:
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Introduction general background on the problem
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Theory mathematical details of the method
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Implementation your own Julia implementation of the method
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Data choose one or two relevant datasets (simulated or real), either from the course or from somewhere else (e.g. Kaggle), to illustrate your code
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References make sure to acknowledge any material you used
There is no strict page limit. But you should aim for 10-15 pages when converted into a PDF. It will be due on the last day of classes. I will post instructions on Canvas on how to upload it. You can work individually or in a team of 2-3 students. I encourage you to work in teams. There is also a special post on the Piazza board to help you find teammates. You will be asked to provide progress reports every couple weeks.
Resources
Here are some useful tools for remote collaboration: