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brookeb2000/README.md

Hi, I'm Brooke 👋

I'm a Master's student in Computer Science at Case Western Reserve University.

I originally studied biology, and I'm interested in using data analysis and machine learning to understand real-world systems - especially in science, health, and complex datasets.

Main projects

Crohn's Microbiome Analysis

Explored relationships between microbiome taxa and Crohn’s disease using mutual information analysis on metagenomic data.

SECOM Process Failure Associations

Analyzed manufacturing process data to identify variables associated with process failures using feature selection and logistic regression.

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  1. crohns-microbiome-analysis crohns-microbiome-analysis Public

    Mutual information analysis of gut microbiome taxa vs Crohn’s disease status using public metagenomic data.

    Python

  2. Secom-Process-Failure-Associations Secom-Process-Failure-Associations Public

    Analysis of manufacturing process variables associated with failures using interpretable modeling and correlation analysis.

    Jupyter Notebook