andreaelliott
I am a neuroscientist turned data scientist, with interests in public health, medicine, bioscience, human behavior, and education.
Fort Collins
Pinned Repositories
CovidInWastewater
This simple analysis of covid metabolites in wastewater was carried out for a data analytics class.
CreditCardFraud_ANN
I used an Artificial Neural Net to predict whether credit card transactions are fraudulent or not. This exercise included exploratory data analysis, undersampling data, dimensionality reduction, addressing outliers.
DataMunging_AdultEmployment
This was a cleaning and data preparation assignment using a dataset about adults and employment.
simple_Hadoop_MapReduce_example
A simple example of Hadoop MapReduce in Python.
Spam_BayesClassification
This is a assignment that used Naive Bayes Classification to classify text messages as spam or not spam.
TBSAEmbeddings
WorldBank_Birthrate
This was an assignment from a data collection and preparation class that focused on exploring data from a csv and changing the data into tidy format.
andreaelliott's Repositories
andreaelliott/WorldBank_Birthrate
This was an assignment from a data collection and preparation class that focused on exploring data from a csv and changing the data into tidy format.
andreaelliott/CreditCardFraud_ANN
I used an Artificial Neural Net to predict whether credit card transactions are fraudulent or not. This exercise included exploratory data analysis, undersampling data, dimensionality reduction, addressing outliers.
andreaelliott/Spam_BayesClassification
This is a assignment that used Naive Bayes Classification to classify text messages as spam or not spam.
andreaelliott/DataMunging_AdultEmployment
This was a cleaning and data preparation assignment using a dataset about adults and employment.
andreaelliott/CovidInWastewater
This simple analysis of covid metabolites in wastewater was carried out for a data analytics class.
andreaelliott/TBSAEmbeddings
andreaelliott/simple_Hadoop_MapReduce_example
A simple example of Hadoop MapReduce in Python.