Use of functions like head(), tail(), for inspecting data
Use-cases for problem solving using R
Data Manipulation in R Programming
Various phases of Data Cleaning
Functions used in Inspection
Data Cleaning Techniques
Uses of functions involved
Use-cases for Data Cleaning using R
Data Import Techniques in R Programming
Import data from spreadsheets and text files into R
Importing data from statistical formats
Packages installation for database import
Connecting to RDBMS from R using ODBC and basic SQL queries in R
Web Scraping
Other concepts on Data Import Techniques
Exploratory Data Analysis (EDA) using R Programming
What is EDA?
Why do we need EDA?
Goals of EDA
Types of EDA
Implementing of EDA
Boxplots, cor() in R
EDA functions
Multiple packages in R for data analysis
Some fancy plots
Use-cases for EDA using R
Data Visualization in R Programming
Story telling with Data
Principle tenets
Elements of Data Visualization
Infographics vs Data Visualization
Data Visualization & Graphical functions in R
Plotting Graphs
Customizing Graphical Parameters to improvise the plots
Various GUIs
Spatial Analysis
Other Visualization concepts
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