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charmieboo/README.md
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Hello!

I am a penultimate student studying Data Science and Business Analytics. I thrive on learning new technologies and tackling challenging problems with data-driven solutions.

🤍 Based in Singapore
🗒️ Continuously expanding my data toolkit, focusing on SQL, Python, R, and Tableau
💡 Excited to connect, collaborate, and contribute to meaningful projects in the world of data
🎧 Fun fact - concert lover and love all kinds of music genres


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  1. analysis-of-online-shopping-behaviours analysis-of-online-shopping-behaviours Public

    The analysis utilizes Python and various data science techniques to analyze factors of online shopping behaviors.

    Jupyter Notebook

  2. bank-loans-lending-performances bank-loans-lending-performances Public

    By employing SQL for data extraction and Tableau for visualization, this project analyzes the performance of lending activities.

  3. biodiversity-national-parks-analysis biodiversity-national-parks-analysis Public

    Interpret data from the National Parks Service about endangered species in different parks. I will perform some data analysis on the conservation statuses of these species and investigate if there …

    Jupyter Notebook

  4. churn-model-for-employees-leaving churn-model-for-employees-leaving Public

    This project explores the development of a churn prediction model using machine learning algorithms, with a focus on identifying key factors influencing employee turnover and guiding the creation o…

    Jupyter Notebook

  5. customer-segmentation-rfm-kmeans customer-segmentation-rfm-kmeans Public

    This project contains customer segmentation by combining the RFM method and K-Means clustering from sales data.

    Jupyter Notebook

  6. wikipedia-clickstream-analysis-pyspark wikipedia-clickstream-analysis-pyspark Public

    This project focuses on analyzing Wikipedia's clickstream data to uncover patterns in how users navigate from one article to another. Utilizing Apache Spark and PySpark for data manipulation and an…

    Jupyter Notebook