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Exploratory Data Analysis for Data Science with R Software (English)
Online
12 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kanpur |
The Syllabus
- Introduction to various topics and commands in R software
- Data Preparation, Basic concepts of exploratory statistical data analysis, frequency and frequency distribution, cumulative distribution functions and their use with R software
- Graphical procedures with various graphs in one dimension
- Graphical procedures with various graphs using ggplot2 package
- Measures of central tendency and their use with R software
- Measures of variation and their use with R software
- Moments and their use with R software
- Skewness, Kurtosis, Scaling of data, and Graphs for visualising the association of variables
- Graphical procedures for association of variables, Analytical procedures for the association of continuous variables, correlation coefficients and their use with R software
- Rank correlation, Association of discrete variables and their use with R software
- Fitting of linear models, Handling text data and their use with R software
- Analysis of text data, Selection of samples and simple random sampling, Multivariate exploratory data analysis
Instructors
Articles
24 Sep'25, 12:00 PM
22 Sep'25, 12:13 PM
19 Sep'25, 07:14 AM
4 Dec'24, 09:16 AM
22 Nov'24, 11:40 AM
7 Nov'24, 07:08 AM
24 Jun'24, 07:08 AM
8 Jun'24, 11:26 AM
8 Apr'24, 11:25 AM
29 Feb'24, 06:37 AM
29 Dec'23, 07:26 AM
24 Sep'25, 12:00 PM
22 Sep'25, 12:13 PM
19 Sep'25, 07:14 AM
4 Dec'24, 09:16 AM
22 Nov'24, 11:40 AM
7 Nov'24, 07:08 AM
24 Jun'24, 07:08 AM
8 Jun'24, 11:26 AM
8 Apr'24, 11:25 AM
29 Feb'24, 06:37 AM