Data science

For this project, I wanted to see if I could use machine learning to reliably predict whether a news article was real of fake. I used a collection of real and fake news articles, which can be found here.

For my Functional Programming in R course, I worked with a group to create a set of tutorials and walkthroughs for some of the concepts we learned throughout the course, including data cleaning, parallel iteraion with purrr, looping and writing functions.

In functional MRI multivoxel pattern analysis (MVPA), we are sometimes faced with classification problems where the training set contains unequal class sizes. For example, if we are trying to predict activity for remembered v.

For my final project in Applied Machine Learning for Educational Data Science, I worked with a team to develop a predictive model for student performance on statewide exams of reading and math.