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rahiqraees/README.md

Rahiq Raees' Github 😀

LinkedIn

https://www.linkedin.com/in/rahiq-raees/

About me:

Former Mathematics & Statistics student (HBSc) at the University of Toronto, now pursuing a Master's in Data Science at UBC. Passionate about data-driven decision making, machine learning, and statistical modeling.

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  1. Image-Classification-Cats-and-Dogs Image-Classification-Cats-and-Dogs Public

    Developed CNN and transfer learning models (VGG16) to classify cat vs. dog images, achieving strong performance and demonstrating the impact of architecture depth and hyperparameter tuning on accur…

    Jupyter Notebook

  2. Case-Study-Blood-Pressure Case-Study-Blood-Pressure Public

    In this regression project focused on blood pressure, a genetic dataset was employed, derived from a sophisticated genetic model developed by GSK. The dataset comprised 500 predictors, including 48…

  3. Analyzing-Offensive-Capabilities-at-the-2022-FIFA-World-Cup Analyzing-Offensive-Capabilities-at-the-2022-FIFA-World-Cup Public

    Statistical analysis of team offensive capabilities at the 2022 FIFA World Cup using logistic regression models for xG, xP, and xAG.

  4. Analysis-of-Deaths-Involving-COVID-19-by-Vaccination-Status Analysis-of-Deaths-Involving-COVID-19-by-Vaccination-Status Public

    Statistical analysis of COVID-19 deaths by vaccination status using R, with regression modeling and visualizations documented in an R Markdown report.

  5. Stochastic-GD Stochastic-GD Public

    Stochastic Gradient Descent implementation from scratch

    Jupyter Notebook

  6. Perceptron-Model Perceptron-Model Public

    Simple ML algorithm for classification.

    Jupyter Notebook