Foundations of Data Analysis - Part 1: Statistics Using R
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Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
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English | Self Study | Video and Text Based |
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The Syllabus
- Why study statistics?
- Variables and data
- Getting to know R and RStudio
- Graphs and distribution shapes
- Measures of center and spread
- The Normal distribution
- Z-scores
- The scatterplot
- Correlation
- Contingency tables
- Conditional probability
- Examining independence
- What is a function?
- Least squares
- The Linear function – regression
- Exponential data
- Logs
- The Logistic function model
- Picking a good mode
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