Introduction to the course
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Introduction to R and R Studio
In this module, you will learn how to download and install R and R studio, you will also be introduced to the R studio interface and basic operations
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Importing and Exploring Your Data
In this module, you will be introduced to data structures in R: vectors, matrices, data frames, and lists. You will also learn how to import data into R
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Data Cleaning
This module will teach you how to handle different data cleaning processes like missing values, duplicate values, modifying column names, detecting and treating outliers etc
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Transforming Data
This module will show you how to manipulate data with the dplyr package, you will also learn how to join and summarize data
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Visualizing Data
In this module, you will learn how to create basic plots with ggplot2 package, you will also learn how to customize these basic plots.
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Modeling Data
In this module, you will learn how to fit regression models and interpret the results.
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Communicating Results
Here, you will learn how to create reports with 'rmarkdown'. You will also learn to knit reports to PDF and other formats
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