phoebewangxiaolian Goto Github PK

assignment1

Installation & Account Setup

assignment2

assignment3

assignment4

assignment5

Principal Component Analysis

entrance-survey

interactive-visualization-project

The purpose of this project is to visualize the relationsips between student's performance in different types of test items.

interactive_vis

Create interactive visualization to track students' performance over several tests

ireports

R package with RMarkdown Business Reports

mastering-shiny

Mastering Shiny: a book

predicting-emt-arrival-times-for-car-crashes-

Classification modeling project using US car crash dataset from Kaggle. Used R to manipulate data that was then integrated into machine learning algorithms such as Naive Bayes, Random Forest, and integrated Ensemble model. Incorporated data from R into Orange 3 to test different models such as AdaBoost, kNN, SVM, Decision Tree, as well as a Stacking model. Created data visualizations using Tableau to showcase exploratory analysis. Designed interactive Shiny predictor app that lets users know the estimated time an EMT would arrive using Random Forest model. Interface takes in various user-inputted conditions to predict arrival time.

recommender-systems

Creating a collaborative filter to recommend which unit to tackle next

redmine

Mirror of redmine code source - Official SVN repository is at https://svn.redmine.org/redmine - contact: @jbbarth or jeanbaptiste.barth (at) gmail (dot) com

report

:scroll: :tada: Automated reporting of objects in R

rmarkdown-book

R Markdown: The Definitive Guide (published by Chapman & Hall/CRC in July 2018)

swirl

Swirl Courses for learning R