andresoliverac/Benchmark_Tree-Based-Models

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Created over 4 years ago
Updated over 4 years ago

andresoliverac/Benchmark_Tree-Based-Models

andresoliverac

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Python - This project aims to evaluate the performance of tree based models when trying to predict whether a Bank's client will subscribe or not.

Credit_Scorecard

Python - This a supervised and classification machine learning project that aims to develop an application credit scorecard using a labeled dataset with information of 10,000 clients that were granted a loan and other dataset with information of 5,000 application that were rejected.

Jupyter Notebook

House_Prices__Prediction

R project - Predicting house sale prices of Aimes, Iowa. Kaggle competition - House Prices: Advanced Regression Techniques

Jupyter Notebook

Forecast_EnergyDemand

Python Project - This project consists on scrape the data from EPEXSPORT_DE and make a Forcast

Jupyter Notebook

PredictiveModel_CharityCampaign

Python Project - This project consist on predicting which donors are most likely to donate more than EUR 35 for a reactivation campaign.

Jupyter Notebook

Big-Data_Customer-Retention

This project aimes to use a predictive model to categorize the existing clientele by their churn probability and formulate a posible retention strategy with its finantial impacts.