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1. Building-an-MMA-Fight-Analyzer-Using-Machine-Learning Building-an-MMA-Fight-Analyzer-Using-Machine-Learning Public

   A Study into the In-Fight Factors Affecting Chances of Victory (or Defeat) in MMA fights. This was addressed using a variety of supervised learning models. Two different feature-selection methods w…

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2. Detecting_Implicit_Bias_in_Traffic_Stops Detecting_Implicit_Bias_in_Traffic_Stops Public

   Supervised Learning Project - Various ML models used to predict outcomes of police traffic stops. Statistical techniques used to assess whether racial bias is present in the outcomes of these inter…

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3. Building_A_Facial_Expression_Classifier_Using_CNN Building_A_Facial_Expression_Classifier_Using_CNN Public

   An Investigation into Convolutional Neural Networks to resolve facial characteristics. Tools used: Keras with a TensorFlow back-end. Also built a web scraper using Beautiful Soup to pull down suita…

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4. Clustering_Analysis_on_Selected_Texts_Using_NLP Clustering_Analysis_on_Selected_Texts_Using_NLP Public

   The task: to group a disparate collection of short texts using unsupervised learning techniques. The corpus consisted of 105 short stories downloaded from various sources on the internet, among the…

   Jupyter Notebook 1