Zach Young's repositories
Respiratory-Classification
Project to identify respiratory recordings. Proof of concept for a COVID-19 diagnosis tool.
Completed-Projects
Repository of some of my completed projects
dsc_intro
Exercises to accompany the free Springboard introductory data science "taster" course.
Gene-Expression-Analysis-of-Prostate-Tumor-Samples
Normalization, outlier detection, statistical analysis, and visualization of microarray data from 79 tumor samples to identify differentially expressed genes between recurrent and non-recurrent prostate cancer.
Genomic-Data-Science-Program
Code repository for work done in the JHU Genomic Data Science Program through Coursera
Identifying-Heart-Abnormalities
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.
Metagenomics---Analysis-of-Colorectal-Cancer-Patients
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.
Sentiment-Analysis-of-Hotel-Reviews
Performed sentiment analysis using tf-idf to predict negative vs. positive reviews. Developed and tuned a variety of classification models resulting in >85% accuracy
Unsupervised-Learning-Breast-Cancer-Proteomes
Clustering of breast cancer patients from proteome data with the goal of separating patients into sub-groups for more personalized treatments
zjyoung9490.github.io
My Portfolio Website
Single-Cell-RNA-Seq
Workflows and projects for the analysis of single-cell RNA sequencing data
zjyoung9490
Config files for my GitHub profile.