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B. Definition and Planning
"Many of the truths we cling to depend on our point of view.." Yoda
Initial project topic shifted as we found little usable data for evaluating the microbiome. We didn't let this bring us down but re-energized our thoughts towards telling a story about the intersection of Mom/Infant healthcare / infant mortality. Specifically, how can we use machine learning to improve upon, improve the understanding of or create predictors for improving infant mortality in Ohio. We created some beginning documents to how we would accomplish our specific goals for the project.
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Here is a one page graphic representation of a high-level reflection of the project. Link to High level graphic
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Next we created a draft representation of the website we are building to support the project. That representation is here: (Link to Web Site Draft Mock Up)
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In addition to draft planning documents, we created a one page summary of our project and our goals. A link to that document is here. We also have an overall project planning / control document for shared use by the team.
We continued planning, drafting up new visuals and updating the web site for the next week.
Some of our visuals started taking shape!
General Links for the Instructor and TA's: (specific requirement links on page 7)
Project documentation
DRAFT DATA and Cleaning Notebooks
Clean data for visualizations
Clean data for the machine learning
Visualization SQL
Machine Learning SQL
Clean data and documentation for additional visualizations
DRAFT ML models
Feature importance and Mom/baby ML model
HTML and Images