Module 01: Basics of R tool
In this video, we are going to install r programming with rstudio in Windows Platform.
Lab 01 R Installation and Concepts
In this lab, we are going to learn about how we can install R Programing in Windows and learn about its several key concepts that are necessary for Programming in R.
Video 2_R Programming Concepts
In this video, we are going to learn the necessary concepts of RProgramming.
Video 3_R Progrming Computations
In this tutorial, we will be learning about several mathematical algorithms and computations.
Lab 02 R Programing Computations
In this lab, we are going to understand RData Structures that include – vectors, matrices, arrays, data frames (similar to tables in a relational database), and lists in R Programing Computations.
Video 4_R Data Structures
In this video, we will discuss R data structures that resemble a table, in which each column contains values of one variable and each row contains one set of values from each column.
Module 02: Basic Data Visualization
In this video, we will be understanding circular statistical graphics, which is divided into slices to illustrate numerical proportions in a pie chart.
Lab 03 Plotting Pie Chart using R Tool
In this practical demonstration, you will learn how we can plot a pie chart. Also, we’ll learn the representation of values as slices of a circle with different colors in the pie chart using the R tool.
Video_6 Bar Charts
In this video, we will learn the categorical data with rectangular bars with heights or lengths proportional to the values that they represent in the bar chart.
Lab 04 Plotting Bar Chart using R Tool
In this lab, we are going to learn how we can plot a bar chart that represents data in rectangular bars with a length of the bar that is proportional to the value of the variable using the R tool.
Video_7 Box Plot
In this video, we learn about how we can display the distribution of data in a standardized way in Boxplot.
Lab 05 Making Box Plot using R Tool
In this lab, we will discuss how we can make a box plot which is a measure of how well the data is distributed in a data set and it divides the data set into three quartiles using the R tool.
In this video, we are going to learn about the histograms which are the graphs of a distribution of data that is designed to show centering, dispersion (spread), and shape (relative frequency) of the data by using its different functions.
Lab 06 Working on Histograms using R Tool
In this lab, we’ll be working on histograms that represent the frequencies of values of a variable bucketed into ranges where each bar in histogram represents the height of the number of values present in that ranger creates a histogram using hist() function.
Video_9 Line Charts
In this video, we are going to learn about the line charts which are also known as Line graph that is used to visualize the value of something over time.
Lab 07 Plotting Line Chart using R Tool
In this lab, we will learn how we can plot a line chart which is a graph that connects a series of points by drawing line segments between them, and then these points are ordered in one of their coordinates (usually the x-coordinate) value.
Video_10 Scatter Plot