Samuel McCormickText generation with LSTMThe following is based on an example from Chapter 8 of Francois Chollet’s Deep Learning with Python.May 8, 2018May 8, 2018
Samuel McCormickUsing word embeddings for sentiment classificationThe following is based on an example from Chapter 6 of Francois Chollet’s Deep Learning with Python.May 6, 2018May 6, 2018
Samuel McCormickUsing convolutional neural networks for multiclass classificationThe following is based on an example from Chapter 5 of Francois Chollet’s Deep Learning with Python.May 6, 2018May 6, 2018
Samuel McCormickUsing linear models/GAMs to predict income per capita from NYC census dataI began my analysis by plotting each of the potential predictor variables in the dataset against the response variable (income per capita…Apr 4, 2018Apr 4, 2018
Samuel McCormickETL + DatabaseAs mentioned in the previous sections, there is abundant crime data available for many different cities around the world. We decided to…Nov 17, 2017Nov 17, 2017
Samuel McCormickUsing tree-based ensemble methods to predict Amazon employee accessI built a model designed to ensemble machine learning models in order to predict employee access needs for Amazon employees. The data came…Nov 17, 2017Nov 17, 2017
Samuel McCormickinData DivasETL + DatabaseAs mentioned in the previous sections, there is abundant crime data available for many different cities around the world. We decided to…Nov 17, 2017Nov 17, 2017
Samuel McCormickinData DivasProject introductionImagine a world without crime. Really difficult isn’t it? Unlike The Wire, CSI, Castle, or whatever other crime show you were once addicted…Nov 17, 2017Nov 17, 2017
Samuel McCormickinData DivasExploratory statistics: SF crime data and eviction noticesSF crime dataNov 16, 2017Nov 16, 2017
