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CelineChiLamNg/README.md

Hi there 👋 here are some of my projects

Data Science

  1. Home Credit Default Risk Classification - with large imbalanced dataset
  2. Spaceship Titanic Kaggle dataset
  3. Stroke Prediction
  4. Travel Insurance Prediction - my FIRST machine learning project!

Data Analysis

  1. E-Commerce Segmentation Analysis - Customer Segmentation with RFM
  2. Red Wine Statistical Modeling - logistic regression
  3. A/B Tests - statistical inference
  4. Tech Mental Health dataset
  5. Police brutality in the United States

More about me

Check out my LinkedIn Profile

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  1. home_credit_default_prediction home_credit_default_prediction Public

    Home Credit Risk Classification

    Jupyter Notebook

  2. spaceship_prediction spaceship_prediction Public

    Jupyter Notebook

  3. AB-tests AB-tests Public

    Practice analyzing experiments; conducting statistical tests and calculating confidence intervals; communicating results of an A/B test; Looker Studio dashboards.

    Jupyter Notebook

  4. red_wine_regression red_wine_regression Public

    Practice choosing variables and their transformations for a model; fitting a linear regression model; interpreting a fitted model’s coefficients and uncertainty around them

    Jupyter Notebook