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1. Identifying-Heart-Abnormalities Identifying-Heart-Abnormalities Public

   My attempt to classify raw audio data of heart recordings as either normal, abnormal or an artifact with the goal of being able to quickly diagnose heart conditions.

   Jupyter Notebook

2. Metagenomics---Analysis-of-Colorectal-Cancer-Patients Metagenomics---Analysis-of-Colorectal-Cancer-Patients Public

   An analysis of the metagenomic profiles of various colorectal cancer patients and healthy controls to try and identify distinct signatures between various stages of the disease.

   Jupyter Notebook 1

3. Unsupervised-Learning-Breast-Cancer-Proteomes Unsupervised-Learning-Breast-Cancer-Proteomes Public

   Clustering of breast cancer patients from proteome data with the goal of separating patients into sub-groups for more personalized treatments

   Jupyter Notebook

4. Sentiment-Analysis-of-Hotel-Reviews Sentiment-Analysis-of-Hotel-Reviews Public

   Performed sentiment analysis using tf-idf to predict negative vs. positive reviews. Developed and tuned a variety of classification models resulting in >85% accuracy

   Jupyter Notebook

5. zjyoung9490.github.io zjyoung9490.github.io Public

   My Portfolio Website

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6. Gene-Expression-Analysis-of-Prostate-Tumor-Samples Gene-Expression-Analysis-of-Prostate-Tumor-Samples Public

   Normalization, outlier detection, statistical analysis, and visualization of microarray data from 79 tumor samples to identify differentially expressed genes between recurrent and non-recurrent pro…

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