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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

Hello world

less than 1 minute read

Published:

Hello

portfolio-projects

Multivariate Analysis

Published:

In this project I used various multivariate statistical techniques to explore E-commerce shipping data and ultimately gain insight into improving on-time shipments and customer satisfaction.

Relational Database Design and Implementation

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Project going through the creation of a Postgres relational database and its functionality in deploying to statistical programing languages for analysis and Tableau for data visualization.

SQL Data Queries

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Project walking through the use of SQL to query a relational database.

Prediction and Insight through Machine Learning

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In this portfolio project, I trained two machine learning algorithms, a TensorFlow Neural Network and a scikit-learn Random Forest machine learning algorithm to predict stroke occurrence in patients. Additionally, I utilized Shap values to extract insights into the importance of different features in the predictive models.

publications

talks

CDFLOW: A 30-year dataset of CO2 in U.S. flowing freshwaters

Poster Presentation, American Fisheries Society - Southern Division, 2022

Presenting the data pipeline and workflow for the compilation of CDFLOW.

Recommended citation: Toavs, T. R., Hasler, C. T., Suski, C. D., & Midway, S. R. (2022). "CDFLOW: A 30-year dataset of CO2 in U.S. flowing freshwaters." Southern Division American Fisheries Society Annual Meeting. Charleston, South Carolina.

CO2 in Flowing Freshwater: What can we learn from 30-Years of Data?

Talk, American Fisheries Society - Annual Meeting, 2022

Presenting the data pipeline and workflow for the compilation of CDFLOW.

Recommended citation: Toavs, T. R., Hasler, C. T., Suski, C. D., & Midway, S. R. (2022). "CO2 in Flowing Freshwater: What can we learn from 30-Years of Data?." American Fisheries Society Annual Meeting. Spokane, Washington