#### Large Data Processing at the Command Line

Processing Large Data using compression, data.table and the command line here we are going to see different ways for processing big data using R and command line Github Link: https://github.com/MNoorFawi/large-data-processing-with-command-line…

#### Drawing Maps with R

Using R to draw and visualize data on maps with different libraries. Github link: https://github.com/MNoorFawi/drawing-maps-with-r ggmap suppressMessages(library(caret)) suppressMessages(library(dplyr)) suppressMessages(library(ggmap)) data("Sacramento") ## stamen map scrmnt <- c(left = min(Sacramento\$longitude), bottom =…

#### Model Comparison with R

Model Comparison finding a good model isn't always the main problem, sometimes there're other models that can give better results or we already have many. so comparing models is of…

#### 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…

#### 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…

#### 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…

#### 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.…

#### 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…

#### 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…