Repository of data science mini-projects and Capstones completed by Heather A. Passmore for Springboard's Data Science Career Track Workshop. Completed July 2018.
This repository contains exploratory data analyses, mini-project notebooks, take-home challenge work, and two complete Capstone projects for the Springboard Data Science Career Track curriculum. My Capstone projects address classification tasks using machine learning and natural language processing techniques.
| Folder or File Name | Folder or File Description |
|---|---|
| Capstone 1 | Reviewer rating classification with NLP |
| Capstone 2 | Vessel Delay Classification for USACE Locks |
| Inferential Stats, Wrangling, EDA | mini-projects and assignments |
| Take Home Challenges | two sets of challenges completed for Springboard |
| clustering | Mini-Project work on clustering techniques |
| linear regression | linear regression mini project |
| logistic regression | logistic regression mini project |
| naive bayes | naive bayes mini project |
| README.md | description and index of repository |