SmartlerAI

Learn Programming Language R Save

Introduction to R Programming

Overview of R
Installation and setup
Basic syntax and commands

Data Types and Structures in R

Vectors and lists
Matrices and arrays
Data frames and factors

Data Manipulation in R

Subsetting data
Data transformation with dplyr
Handling missing data

Data Visualization with R

Introduction to ggplot2
Creating plots and graphs
Customizing visualizations

Programming and Functions

Writing functions in R
Control structures
Debugging and error handling

Statistical Analysis with R

Descriptive statistics
Hypothesis testing
Regression analysis

Applications and Projects

Building a data analysis project
Creating interactive reports with RMarkdown
Introduction to Shiny for web applications

Hypothesis testing is a key statistical method for making inferences about populations based on sample data. This subtopic covers the basics of hypothesis testing and its implementation in R, equipping learners with vital analytical skills.

What is a hypothesis test? A beginner's guide to hypothesis testing!

Hypothesis Testing and The Null Hypothesis, Clearly Explained!!!

t-test and interpreting p values using R Programming

Introduction to R Programming

Data Types and Structures in R

Data Manipulation in R

Data Visualization with R

Programming and Functions

Statistical Analysis with R

Applications and Projects