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UW Computer Science Graduate
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UW Computer Science Graduate
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  1. Automatidata-NYC-Taxi-Fare-Prediction-App Automatidata-NYC-Taxi-Fare-Prediction-App Public

    The primary goal of this project is to create a robust model that predicts taxi fares and tipping behavior for NYC TLC riders. This is achieved by following a structured approach across six courses…

    Jupyter Notebook

  2. Customer-Churn-Prediction-Using-Tree-Based-and-Boosting-Models Customer-Churn-Prediction-Using-Tree-Based-and-Boosting-Models Public

    In this project I aim to predict customer churn for a telecommunications company using tree-based and boosting machine learning models. This project also includes comprehensive exploratory data ana…

    Jupyter Notebook

  3. Clustering-Shopping-Mall-Customers Clustering-Shopping-Mall-Customers Public

    In this project, I aim to identify target customers for a shopping mall, and guide the marketing team in developing marketing strategies and promotions to target specific demographics more effectiv…

    Jupyter Notebook

  4. Machine-Learning-Projects-with-Python-and-Scikit_Learn-Package Machine-Learning-Projects-with-Python-and-Scikit_Learn-Package Public

    In this repository and through various projects, I am going to investigate the classical supervised and unsupervised ML algorithms using Python programming language and Scikit Learn package.

    Jupyter Notebook

  5. Identifying-handwritten-digits-with-Principal-Component-Analysis-Project Identifying-handwritten-digits-with-Principal-Component-Analysis-Project Public

    The goal of this project is to identify which handwritten digits are most differentiated using Principal Component Analysis (PCA). This project simulates a scenario where an image recognition servi…

    Jupyter Notebook

  6. Natural-Language-Processing-with-Classification-and-Vector-Spaces Natural-Language-Processing-with-Classification-and-Vector-Spaces Public

    In this specialization, I gained hands-on experience in performing sentiment analysis on tweets using logistic regression and naive Bayes, vector space models to uncover word relationships and appl…

    Jupyter Notebook 1