Omar F. Althuwaynee

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. How to prepare, resample and save Raster data format in R environment "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Prediction mapping:Prepare, resample and save Raster data format in R environment

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" How to export data from ArcGIS and set R working environment and packages Course video tutorials Prediction mapping:Export data from ArcGIS and set R working environment and packages

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. How to prepare binary training data by ArcGIS for Logistic regression analysis "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Prediction mapping:Logistic regression in GIS: Prepare binary training data by ArcGIS

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" How to plot Logistic regression (logit S curve shape) using GIS data in R Course video tutorials Plot Logistic regression (logit S curve shape) using GIS data in R

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" Course video tutorials Produce Logistic regression prediction map in R and ArcGIS.

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" How to import and plot GIS data in R environment Course video tutorials Prediction mapping:Import and plotting GIS data in R environment

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" How to export multivariate Logistic regression reports using GIS data in R environment Prediction mapping: Run multivariate Logistic regression and export reports using GIS data in R environment

Omar F. Althuwaynee PhD. GIS and Geomatics Engineering. "Prediction mapping using Logistic Regression in ArcGIS and R environment" Find AUC (area under curve) and plot ROC plot using R for prediction map accuracy assessment.

R is a free software environment for statistical computing and graphics, and so much more. There are too many resources about how to use R lang. from basic to master level, So..! what will we offer in this series? “as a geomatics engineer, how to use R, in geospatial environments, with very basic or no background about programming or statistics “ I n this session, I will talk about; 1.Introduction to effective way in learning R. 2.Do and Don’t do in the learning journey. 3.Effective R environment setup for a new project. At the end of these sessions, you will be able to 1. Understand the effective method to learn any programming language. 2. Effectively setting your project environment according to R. 3. Have a clear plan, about how to develop new programming skills, using the powerful R language. Why learn R 1. R is a fast growing open source contestant to commercial software packages like SAS, STATA and SPSS to geospatial solution soft