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1. People-Analytics-Project People-Analytics-Project Public

   The purpose of this modeling task is to predict whether income exceeds 50k/yr based on census data. It's a classification problem as the target variable is binary (whether income exceeds 50k/yr or …

   Jupyter Notebook 3 2

2. Consumer-Lending-Risk-Analysis-Project-in-R Consumer-Lending-Risk-Analysis-Project-in-R Public

   This project is to build a logistic regression model in R to see how the information on loan applications impacts the default rate

   R 2 1

3. Clustering-Methods-Comparison Clustering-Methods-Comparison Public

   This repository is to demonstrate the descriptions and difference between clustering methods, such as K-means, Agglomerative Clustering, Gaussian Mixture Model, DBSCAN, Spectral Clustering.

   Jupyter Notebook 4 2

4. BreastCancerPredictionProject BreastCancerPredictionProject Public

   In this project, I applied KNN, Logistic Regression and Random Forest Classifier to predict the diagnosis of the breast cancer.

   Jupyter Notebook

5. Neural-Network-from-scratch Neural-Network-from-scratch Public

   Built a Neural Network from scratch

   Jupyter Notebook 2

6. K-means-clustering K-means-clustering Public

   Built the K-means clustering algorithm from scratch

   Jupyter Notebook 2