Charge Id – Analysing the data
So what are we trying to do here? Hypothesis Given a users bank statement we will be able to predict (within a statistical confidence level ) the transactions within a period into categories & sub […]
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Word prediction with Natural Language Processing
Final Report for DataScience Capstone Word prediction with Natural Language Processing Chris McKelt December 2017 Introduction This report outlines the methodology for building a word prediction application using Natural Language Processing techniques as part of […]
Coursera Practical Machine Learning – Prediction Assignment
Coursera Practical Machine Learning – Prediction Assignment Chris McKelt 17 September 2017 Introduction Executive summary Background Goal Data Obtaining Data Data Exploration Cleaning Data Training Model build – Random Forest Prediction – Random Forest Model […]
R–Data Exploration
PCA Principal Components Analysis (PCA) allows us to study and explore a set of quantitative variables measured on a set of objects Core Idea With PCA we seek to reduce the dimensionality (reduce the […]