Eric Hitchens's repositories
Predicting_Concrete_Compressive_Strength
How would you predict the compressive strength of concrete as a function of its constituent materials and curing time? In this portfolio project, I optimize a model for determining concrete compressive strength using a deep neural network in Tensorflow 2.0 and compare its performance to linear models.
Classifying_Pulsars_from_HTRU2
How would you correctly classify pulsars from a dataset that consists mostly of astronomical noise? In this project, I construct 5 machine learning models and analyze their performance to find a winner.
Designing_a_Mock_Twitter_Database_in_MySQL
How would you design a database in MySQL that stores Twitter data? And how could you generate random data to populate that database? These are the questions I explore in this portfolio project.