Introduction Let’s begin learning about how to plot boxplot in R using ggplot2 For Best Course on Data Science Developed by Data Scientist ,please follow the below link to avail discount https://www.udemy.com/machine-learning-using-r/?couponCode=DISFOR123 Importing libraries Let’s import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data set Let’s import the data set named […]

## Barplot using ggplot2 in R

Introduction Let’s begin learning about how to plot barplot in R using ggplot2 Do you want to learn about how to make a barplot for any categorical variable using ggplot2 in R? If yes,then this is the right page for you.Follow this tutorial given below Importing libraries Let’s import the ggplot2 library which is needed […]

## Histogram for data analytics in R

Introduction Let’s begin learning about how to plot histogram in R using ggplot2 Importing libraries Let’s import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data set Let’s import the data set named “diamonds” into the data frame named “DataFrame” DataFrame<-diamonds Looking at data Let’s check the str of the data set […]

## Scatter plot for Data Analytics in R

Introduction Let’s begin learning about how to plot scatter plot in R using ggplot2 Importing libraries Let’s import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data set Let’s import the data set named “diamonds” into the data frame named “DataFrame” DataFrame<-diamonds Looking at data Let’s check the str of the data […]

## Density plot for data analytics in R

Introduction Let’s begin learning about how to plot density plot in R using ggplot2 Importing libraries Let’s import the ggplot2 library which is needed for ggplot visualization library(ggplot2) Reading data set Let’s import the data set named “diamonds” into the data frame named “DataFrame” DataFrame<-diamonds Looking at data Let’s check the str of the data […]

## Neural Networks for Data Analytics in R

Introduction Precise Demo on Neural Networks for Machine Learning and Data Analytics in R. Open your RStudio and follow along !! Importing libraries #### importing the library MASS for “Boston” dataset library(MASS) library(neuralnet) ## Loading required package: grid Reading data #### Setting the seed so that we get same results each time #### we run […]

## Random Forest in R

Introduction to Random Forest in R Let’s learn from precise Demo on Random Forest in R for Machine Learning and Data Analytics .Open your RStudio and begin typing in the same things as below.Learn by Practice Importing the libraries We need to import the libraries like randomForest in order to use the random forest algorithm […]

## Deep learning in R

Introduction to Deep learning in R It is precise Demo on Deep learning for Machine Learning using h2o in R. H2O is “The Open Source In-Memory, Prediction Engine for Big Data Science”.The H2O R package provides functions for building GLM, GBM, Kmeans, Naive Bayes, Principal Components Analysis, Principal Components Regression, Random Forests and Deep Learning […]

## Decision Tree for data analytics in R

Precise Demo on Decision Tree for Machine Learning and Data Analytics in R.Open RStudio and begin typing in the same things as below.Learn by Practice!! #### Decision Tree is like taking decision on split for each variable in #### order to predict the output #### Importing the required libraries.MASS is used for importing birthwt #### […]

## What is data mining

Data mining is an interdisciplinary subfield of artificial intelligence, machine learning, statistics and so on which involves discovering patterns in large data sets. The goal of the data mining process is to extract information and hidden patters from a data set and transform it into an understandable structure . These hidden patterns are summary of […]