Cristian Coronel 's Projects
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.
Galería de códigos
El análisis de componentes principales (ACP)
RFM Analysis, Machine Learning Forecasting and Predictive Modeling for a business
Code to demo how to build Animated Bar Charts in R
Tidy anomaly detection
Modelos ARIMA para pronósticar series de tiempo.
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
Using Brent Crude Oil and WTI Crude Oil together to run a bivariate forecast complete with all tests and model selection.
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.
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.
Personal blog
Trading Project 01: Data visualization of Brent crude oil futures historical prices and testing Luxor trading strategy
Calculating Customer Lifetime Value (CLV) with Recency, Frequency, and Monetary (RFM)
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.
CSV format for the coronavirus R package dataset
SCRIPT PARA LIMPIAR BD
Covidify - corona virus report generation for python 🦠
csv file from official reports for COVID19 in Ecuador
Datos covid19 en 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.
Curva epidémica y COVID-19
: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
This repository contains the scripts implemented for the predictions of Covid-19 in Ecuador, using R language..
Python Pandas MatPlotLib Public Datasets