Projects & Technologies Used

Machine Learning

1. Classify Song Genres

   • Technologies Used
     1. Processsing Data: StandardScaler, PCA
     2. Models: Decision Tree, Logistic Regression

2. Clustering Antarctica Penguins

   • Technologies Used
     1. Preprocessing Data: StandardSCaler, PCA
     2. Models: KMeans

3. Modeling Car Insurance Claims

   • Technologies Used
     1. Models: Logistic Regression

4. Predicting Credit Card Approvals

   • Technologies Used
     1. Preprocessing Data: Standard Scaler
     2. Models: Logestic Regression

Hypothesis Testing

1. Hypothesis Testing in Healthcare: Drug Safety

   • Test Type: Chi-Squared Test of Independence, -Wilcoxin

2. Hypothesis Testing Womens and Mens Goals Scoard in FIFA World Cups

   • Test Type: Wilcoxon-Mann-Whitney, Mann-Whitney