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Foundations of Data Analysis - Part 1: Statistics Using R
By University of Texas, Austin via Edx
Beginner
Online
6 Weeks
Free Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 4107 | yes | University of Texas, Austin |
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
Instructors
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