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a-guide-to-machine-learning-in-r

A series of articles to get started into the field of Machine Learning with R language

base

https://www.researchgate.net/profile/Rajah_Iyer

dateandtime

manipulating dates and time in R

decathlon-pca

Principal components analysis on decathlon data in R.

forecast

forecast package for R

loan-prediction-using-logistic-regression

Learn how to predict if a person will be able to pay the loan with logistic regression algorithm using sklearn library for machine learning.

loan_prediction_using_pca_and_naive_bayes_classification_with_r

Nowadays, there are numerous risks related to bank loans both for the banks and the borrowers, who get the loans. The risk analysis about bank loans needs understanding about the risk and the risk level. Banks need to analyze their customers for loan eligibility so that they can specifically target those customers. Banks wanted to automate the loan eligibility process (real time) based on customer details such as Gender, Marital Status, Age, Occupation, Income, debts and others, provided in their online application form. As the number of transactions in banking sector is rapidly growing and huge data volumes are available, the customers’ behavior can be easily analyzed and the risks around loan can be reduced. So, it is very important to predict the loan type and loan amount based on the banks’ data

machine-learning-using-r

Source code for 'Machine Learning Using R' by Karthik Ramasubramanian and Abhishek Singh

machine-learning-with-r

machinelearning

Machine Learning Algorithms in R

mlr

Machine Learning in R

r-basic

Curso de introducción a la estadística descriptiva con R Studio

rmarkdown

Dynamic Documents for R

shiny

Easy interactive web applications with R

statistical-learning-using-r

This is a Statistical Learning application which will consist of various Machine Learning algorithms and their implementation in R done by me and their in depth interpretation.Documents and reports related to the below mentioned techniques can be found on my Rpubs profile.

tonygatitu

Config files for my GitHub profile.