A brief overview of what I hope to accomplish during my 10 week research internship with the CHC (Center for Healthy Communities). This includes Personal, Academic, and Research Development skills that I aim to learn throughout this experience and how to carry them forward into higher education.
In this project I use TensorFlow and Amazon SageMaker to build, train, and deploy a deep learning model that can accurately classify MRI scans of 4 different types of brain tumors.
In this project I compare the performance of Statistical and Machine Learning models for predicting whether or not a patient will have a stroke on a data set that has a large class imbalance.
In this project I create a Polynomial Regression Model to estimate the necessary global food production to support a given population size. The main goal is estimating the 2050 production necessary to support our population, as this is the year eastimated to approach 10 billion people on Earth.