Machine Learning
Non-Linear Regression with R
Solving NonLinear Problems with R linear regression is such a great method to predict a variable measurement based on other variables. but not always the relationship between the variables in…
Read more
Linear Regression with R and Caret
HousePrice Prediction using R Fitting a linear model using R's caret package to predict house prices Github Link: https://github.com/MNoorFawi/linear-Regression-with-R-and-caret we first load the train data and the test data without…
Read more
Create API for Machine Learning Model with R
Why an API ?! APIs allow machine learning models to be implemented in many different ways in production connecting the model and its results with so many apps in the…
Read more
Classification with R
Using Logistic Regression algorithm to classify diabetic and non-diabetic patients based on some analysis results Github Link: https://github.com/MNoorFawi/classification-with-R first we import the libraries prepare the data and look at it.…
Read more
Feature Engineering and Selection with R
Feature Engineering & Selection with R One of the most important steps in any Data Science project, or rather the most important one, is data cleaning and transformation. It's said…
Read more
Association Rules with R
Association Rules with R Market Basket Analysis with R Doing Market Basket Analysis using Apriori Algorithm to recommend items that are frequently bought together to do up-sale using R and…
Read more