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  1. Capstone Project with Masterlock company - Delivering potential marketing insights for Master Lock's next products by scraping six market-dominating online websites, used NLP (natural language proc…

    Jupyter Notebook

  2. Developed an interactive dashboard app using R and Shiny to provide and visualize an in-depth descriptive analysis on the Music Ranking Dataset of Spotify Users.

    R 1

  3. Comparative analysis between Spotify and other two influential music-ranking sites, based on parsing data from web scraping


  4. Deployed machine learning models using Kaggle Data set to predict the housing prices in Ames, Iowa, applied Linear regression, Elastic Net, random forests, and gradient boosting models to enhance p…

    Jupyter Notebook 1

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July 2021

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