Fraud Detection on Bank Payments - Classification
Fraud Detection on Bank Payments through Logistic Regression, Random Forest and XGBoost. Best model based on Average Precision Score.
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Predicting Credit Card Default - Classification
Predicting credit card default using Machine Learning approach. Where Adaboost, KNN, and XGboost model with hyperparameter tuning has been used. The Best mod...
Bank Telemarketing Analysis - Classification
Project ini bertujuan untuk membantu tim telemarketing dalam memilih nasabah-nasabah yang potensial untuk melakukan deposito atau tidak. Model-model yang dig...
Credit Risk Analysis - Classification and Clustering
Project ini bertujuan untuk menganalisa resiko kredit, dan mencoba untuk memberikan rekomendasi-rekomendasi bisnis seperti memberitahu profiling orang-orang ...
E-commerce Product Recommendations - Recommendation System
A simple Recommendation system involving a content-based filtering, using Cosine Similarity and Jaccard Similarity.