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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.

practical-computer-concepts-for-bioinformatics

JHU course

respiratory-classification

Project to identify respiratory recordings. Proof of concept for a COVID-19 diagnosis tool.

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

single-cell-rna-seq

Workflows and projects for the analysis of single-cell RNA sequencing data

springboard

springboard-intro-to-data-science

thinkful

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

Config files for my GitHub profile.

zjyoung9490.github.io

My Portfolio Website