R Fundamental and Statistical Analysis for Beginners
About This Course
Embark on your data science journey with our WSQ-endorsed R Fundamental and Statistical Analysis for Beginners course. This course demystifies the core principles of R programming and statistical analysis, equipping you with the tools to analyze data effectively. Through engaging tutorials and exercises, you will learn data manipulation, visualization, and how to generate insightful reports.
Upon completion, you'll have the foundational skills needed for more advanced data science endeavors. You'll be able to perform data manipulation, construct compelling visualizations, and conduct various statistical tests to make informed decisions. This makes the course an invaluable starting point for those interested in diving deeper into data analytics and data science.
What You'll Learn
- install R and R Studio IDE
- understand and use R data types
- understand and use R packages and datasets
- perform data visualisation in R
- understand and code R programming language
- understand and use statistical methods in R
Topic 1. Getting Started in R
What is R
Install R and RStudio IDE
Explore RStudio Interface
Topic 2. Data Types
Numbers
String
Vector
Matrix
Array
Data Frame
List
Factor
Topic 3. R Packages & Data I/O
Import R Packages
Import R Data Sets
Import External Data
Export Data
Topic 4. Data Visualisation
Scatter Plot
Boxplot
Bar chart
Pie chart
Histogram
Topic 5. R Programming
Conditional
Loop
Break & Next
Function Syntax
Default Arguments
Topic 6. Statistics Analysis with R
Descriptive Statistics
Linear Regression Methods
Correlation Methods
Hypothesis Testing
Analysis of Variance (ANOVA)
Final Assessment
Online Quiz Assessment
Practicum Written Assessment
Entry Requirements
Knowledge and Skills
• Able to operate computer functions with minimum Computer Literacy Level 2 based on ICAS Computer Skills Assessment Framework
• Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
• Positive Learning Attitude
• Enthusiastic Learner
Experience
• Minimum of 1 year of working experience.
• Minimum 18 years old