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  1. Understanding-Regression-Output Understanding-Regression-Output Public

    Deep dive into extracting information from an OLS MLR model output and its components

    Jupyter Notebook

  2. Monty-Hall-Problem-Simulation Monty-Hall-Problem-Simulation Public

    A fun and classic thought experiment in probability.

    Jupyter Notebook

  3. Singular-Value-Decomposition-using-Python Singular-Value-Decomposition-using-Python Public

    Showcase SVD and its application to image compression through constraining the number of singular values

    Jupyter Notebook

  4. Population-Decline-Analysis-using-SQL Population-Decline-Analysis-using-SQL Public

    Utilize SQL in jupyter notebook to analyze data from the CIA Factbook in order to understand population decline risks of economically significant countries

    Jupyter Notebook

  5. QAMO-4651-Principles-of-Econometrics QAMO-4651-Principles-of-Econometrics Public

    Econometrical techniques using python. Topics include: Simple Linear Regression, Multiple Linear Regression, Heteroskedasticity, Unbiasedness, Consistency of the Sample Mean, etc.

    Jupyter Notebook

  6. Linear-Algebra-Basics Linear-Algebra-Basics Public

    Intuition and Python Applications

    Jupyter Notebook