Tag Archives: Data Science in R for Beginners

Telco Churn Modelling using KNN algorithm in R

  Telco Churn Modelling using KNN algorithm in R In this Learn by Coding example, we will learn how to predict telco churn using KNN in R. This example is useful for beginners who has excel background and wish to learn Python programming as well as R programming.  Free Machine Learning & Data Science …

Data Analytics – CLUSTER ANALYSIS IN R SIMPLIFIED AND ENHANCED

CLUSTER ANALYSIS IN R SIMPLIFIED AND ENHANCED In R software, standard clustering methods (partitioning and hierarchical clustering) can be computed using the R packages stats and cluster. However the workflow, generally, requires multiple steps and multiple lines of R codes. This article describes some easy-to-use wrapper functions, in the factoextra R package, for simplifying and improving cluster analysis in R. These …

Statistics with R for Business Analysts – Random Forest

(R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Random Forest In the random forest approach, a large number of decision trees are created. Every observation is fed into every decision tree. The most common outcome for each observation is used as the final output. A new observation is fed into …

Statistics with R for Business Analysts – Decision Tree

(R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Decision Tree Decision tree is a graph to represent choices and their results in form of a tree. The nodes in the graph represent an event or choice and the edges of the graph represent the decision rules or conditions. It is …

Statistics with R for Business Analysts – Nonlinear Least Square

(R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Nonlinear Least Square When modeling real world data for regression analysis, we observe that it is rarely the case that the equation of the model is a linear equation giving a linear graph. Most of the time, the equation of the model …