Statistics and Analytics
Course Description
This course teaches the basic concepts to apply statistics and analytics in life. Students will also learn the most commonly used statistical methods and have the opportunity to practice those methods while using Microsoft Excel.
Components of the Course
- Sections and Fact Sheets: Each lesson comprises sections with fact sheets which is the combination of key information around a particular topic, with the help of paragraphs, images, charts, etc.
- Virtual Labs: After going through the lessons, students are now ready to complete three levels of labs: Skills, Challenges, and Projects. Students spend the majority of their time practicing skills. Each lab is designed in a way where students can boost their speed, memory, and confidence.
Topics Covered
- Basic and descriptive statistics
- Probability
- Sampling distributions and confidence intervals
- Hypothesis testing
- Simple linear regression
- Multiple regression
- Basic and predictive analytics