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Green-Energy-Modelling
Green-Energy-Modelling PublicA series of machine learning algorithms focused on data-driven decarbonization consulting.
Python
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Financial-Risk-Modelling
Financial-Risk-Modelling PublicA series of different machine learning models to estimate chance of credit default on large datasets.
Python
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Remote-Sensor-Algorithms
Remote-Sensor-Algorithms PublicA project that utilizes satellite data from NASA and predictive regressions on a global scale.
Python
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Unsupervised-Learning-Multivariate-Analysis
Unsupervised-Learning-Multivariate-Analysis PublicDifferent techniques for dealing with multiple variables in large data sets.
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Statistical-Model-Selection
Statistical-Model-Selection PublicThis repository explores model selection techniques based off of my doctoral research. It explores the assumptions of linear modelling, the appropriate tests to apply, and the application of cross …
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Outlier_detection
Outlier_detection PublicA project designed to detect outliers in large time series based data sets. It uses the Local Outlier Factor function to detect outliers.
Jupyter Notebook
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