Data Science using R Programming (AB-703)-Automation and Robotics Engineering (VII-Semester) | RGPV

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• Syllabus

• Syllabus - Data Science using R Programming (AB-703)

• R Introduction

• Overview of R Programming
• Downloading and installing
• Function Help and Documentation
• General Issues in R
• Package Management

• Data Inputting in R and Data Visualization

• Data Types and Subsetting
• Data Writing and Reading
• Vector Operations
• Data Frame and Control Structure
• Data Visualization

• Basic Statistics, Functions and Programming in R

• Computing Basic Statistics
• Data Munging Basics
• Functions and Programming in R

• Data manipulation in R

• List Management and Data Transformation
• Merging Data Frames
• Outlier Detection
• Combining multiple vectors

• R Database and Statistical Modelling in R

• Performing queries and Data handling
• Statistical Modelling in R