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Cristian Coronel 's Projects

1.credit_risk_modelling_project icon 1.credit_risk_modelling_project

This is a credit risk modelling project done for a real company. Language used is R. Models used: multiple regress, k-means clustering, random forest classification.

arima icon arima

Modelos ARIMA para pronósticar series de tiempo.

arimax-lagged-predictors icon arimax-lagged-predictors

Funciones de tranferencia haciendo uso de rezagos en las variables expicativas del modelo. Útil cuando el impacto de x_t no es inmediato sobre y_t

bivariateforecasting icon bivariateforecasting

Using Brent Crude Oil and WTI Crude Oil together to run a bivariate forecast complete with all tests and model selection.

black-friday icon black-friday

This time I am doing it using R language. let's see the results. The solutions includes eda(exploratory data analysis), data visualizations, modelling with Machine learning Models such as XgBoost and AdaBooost etc and check the performance using rmse metrics etc to compare the results.

black-friday-regression-analysis icon black-friday-regression-analysis

Predicting Prices for the products to be sold on Black Friday in US using Regression Analysis, Feature Engineering, Feature Selection, Feature Extraction and Data analysis - Data Visualizations.

bz_vis_luxor_strat icon bz_vis_luxor_strat

Trading Project 01: Data visualization of Brent crude oil futures historical prices and testing Luxor trading strategy

clv icon clv

Calculating Customer Lifetime Value (CLV) with Recency, Frequency, and Monetary (RFM)

clv-auto-insurance icon clv-auto-insurance

A major non-life insurance company wants to evaluate customer lifetime value based on each customer’s demographics and policy information including claim details. The CLV is a profitability metric in terms of a value placed by the company on each customer and can be conceived in two dimensions: the customer`s present Value and potential future Value.

covid19_ec icon covid19_ec

csv file from official reports for COVID19 in Ecuador

covid19_ecuador icon covid19_ecuador

Base de datos diaria sobre la situación del COVID-19 en Ecuador publicada por la Servicio Nacional de Gestión de Riesgos y Emergencias y el Ministerio de Salud Pública del Ecuador.

covid19italy icon covid19italy

:exclamation: This is a read-only mirror of the CRAN R package repository. covid19italy — The 2019 Novel Coronavirus COVID-19 (2019-nCoV) Italy Dataset. Homepage: https://github.com/RamiKrispin/covid19italy Report bugs for this package: https://github.com/RamiKrispin/covid19italy/issues

covid_prediction_ec icon covid_prediction_ec

This repository contains the scripts implemented for the predictions of Covid-19 in Ecuador, using R language..

covit-19 icon covit-19

Python Pandas MatPlotLib Public Datasets

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