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  • Madison, WI, USA.
  • 23:18 (UTC -12:00)

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Stochastic1017/README.md

Welcome to My Mathematics, Statistics, and Data Science Journey!

I'm a passionate data scientist who loves data and numbers! My journey in this exciting field has been fueled by my fascination with mathematics and statistics, which I believe form the foundation of these technologies. I'm constantly exploring new ways to unlock insights from data and create intelligent systems that can make a positive impact on the world.

My Projects

Here are some of my notable projects:

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  1. Speech-Enhancement_De-Noising Speech-Enhancement_De-Noising Public

    Implement isolation-based and density-based unsupervised anomaly detection methods to attempt to find noisy audio files and clean them using spectral gating. The purpose of this cleaning is to deve…

    HTML

  2. Identifying-cB58-Lyman-Break-Twins Identifying-cB58-Lyman-Break-Twins Public

    The project is dedicated to demonstrate the use of UW-Madison's High-Throughput Computing Clusters to run many parallel jobs and find the top galaxy spectra's most closely resembling CB58 Lyman-Bre…

    Shell

  3. Predicting-Gender Predicting-Gender Public

    Supervised machine learning techniques to predict gender using first names. (1.) K-Nearest Neighbors, (2.) Logistic Regression, (3.) Decision Trees, (4.) Gradient Boosting, (5.) Multi-Layered Perce…

    Jupyter Notebook 1

  4. Predicting-Life-Expectancy Predicting-Life-Expectancy Public

    Modeling life expectancy using various fundamental global demographical, economic, environmental, and health indicators using multiple linear regression.

    HTML

  5. Multivariate-optimization-in-R Multivariate-optimization-in-R Public

    Implementing numerical optimization techniques (Gradient Descent, Conjugate Gradient, Nelder-Mead, BFGS) in R for (1.) univariate optimization, (2.) multivariate optimization, (3.) visualizing opti…

    HTML

  6. Body-Fat-Study Body-Fat-Study Public

    Accurate measurement of body fat is inconvenient/costly and it is desirable to have easy methods of estimating body fat that are not inconvenient/costly. In this project, we come up with a simple, …

    Python