R Programming -A Practical Approach offered by IIT Kanpur
4.0 /5- Public/Government Institute
- Estd. 1959
R Programming -A Practical Approach at IIT Kanpur Overview
Duration | 6 weeks |
Total fee | ₹4,237 |
Mode of learning | Online |
Credential | Certificate |
R Programming -A Practical Approach at IIT Kanpur Highlights
- Earn a certificate of completion from E & ICT Academy, IIT Kanpur
- Learn from online lectures with high-quality videos
- Hands on training for practical exposure
R Programming -A Practical Approach at IIT Kanpur Course details
- For students who are pursuing professional graduate/post-graduate courses in Data and statistical analysis
- For computer science and engineering teachers/faculties
- For IT professionals from the data analysis industry
- Become proficient in dealing the graphics libraries in R
- Efficiently work with datasets
- Generate your own analysis reports
- Boost your hireability through innovative and independent learning
- This course is focussed more on practical learning rather than theoretical
- Dealing with concrete datasets and analysis of data has made this course unique
- The participant will be able to learn to use datasets and create analytical charts like Bar graphs, pie charts, histograms, box plots, 3D scatter plots etc4237
R Programming -A Practical Approach at IIT Kanpur Curriculum
R- Basics
Steps to Install 'R'
R-Studio Installation
Using R Materials
R-Studio Interface
Steps to Install Packages
Default Data-Sets in R
Manual Data Entry
Data Importing
Tabular to Row Data Conversion
Introduction to Charts
Bar Charts
Pie Charts
Histograms
Box-Plots
Customized Graphs
Images
Layering Plots: Summary
Introduction to Statistics
Frequencies
Descriptives
Single Proportion Testing
Single Mean Testing
Chi-Square Test
Univariate Analysis
Descriptive Statistics: Summary
Manipulating Data
Outliers
Transformation of Variables
Composite Variables
Working with Missing Data
Working with Outliers: Summary
Managing Huge Data
Working with Cases
Working with Subgroups
Working with Files - Merging
Working with Subgroups: Summary
Association: Presentation
Bar Charts
Box Plots
Scatter Plots
Working with Plots: Summary
Associations: Statistics
Correlation
Bivariate Regression
T-Test
Paired T-Test
ANOVA
Proportions
Chi-Square Test
Statistics for Bivariate Associations
Association Stats: Summary
Advanced Charts
Bar Charts for Mean
Scatter Plots for Grouped Data
Scatter Plot Matrices
3D Scatter Plots
Charts for Multiple Variables: Summary
R Programming -A Practical Approach at IIT Kanpur Entry Requirements
- Prerequisite: Basic mathematical calculation skills and logical skills
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R Programming -A Practical Approach at IIT Kanpur Contact Information
Indian Institute of Technology, Kalyanpur
Kanpur ( Uttar Pradesh)
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