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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.

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  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 …

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  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…

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

    A statistical approach to predicting future asset prices.

    Jupyter Notebook