What you would learn in Certificate in Data analysis using R programming course?
This R training course in programming will guide you through the entire data analysis procedure, such as the cleaning and manipulation of data, presenting the information, describing, and analyzing your data. The section on data analysis includes ANOVA, t-tests, linear regression, and chi-squared tests. Each lesson contains examples using data integrated inside R (so it's already accessible to data). This means you'll be able to replicate every lesson in the course.
The process of learning statistics shouldn't be complicated or intimidating. In this course, you'll be taken through the process step by step manner. The fact that all the exercises used in the course utilize data sets integrated into R means that you'll be able to practice every aspect of the course in your own time before going on to the next stage.
You'll be completely confident in R programming at the end of the class. You'll be able to create excellent graphs and charts. You'll know the basics of hypothesis testing and how to carry out statistical tests. You'll also learn how to interpret the results of tests using statistical methods. The teaching techniques employed in this course are designed to keep you interested and ensure that you're enthusiastic about the new skills you've learned.
Clean your data
Manipulate your data
Define and summarize your data
Visualize your data (using ggplot)
Review the data (t-test, ANOVA, chi-squared and linear regression)
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