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  1. NLP-Learning_Analytics NLP-Learning_Analytics Public

    Developing Natural Language Processing tools to enhance Learning Analytics. Creating an automated dashboard that diagnoses strengths and weaknesses from educational data.

    Python

  2. Value-at-Risk-Demo Value-at-Risk-Demo Public

    There are three key techniques to determine the Value at Risk, namely the historical, variance-covariance / normal / parametric (using SMA or EWMA volatility), and monte carlo method. This project …

    Jupyter Notebook

  3. PCA-and-Clustering-in-Finance-Demo PCA-and-Clustering-in-Finance-Demo Public

    Illustrating the ability of statistical and machine learning tools such as Principle Component Learning (PCA) and Unsupervised Learning (e.g. Clustering) to enhance understanding of Financial Instr…

    Jupyter Notebook

  4. asset-price-prediction asset-price-prediction Public

    A statistical approach to predicting future asset prices.