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Foundations of Data Analysis - Part 1: Statistics Using R
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
| Certificate Availability | Certificate Providing Authority |
|---|---|
| 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
Articles
20 Mar'25, 08:44 AM
6 Dec'24, 07:35 AM
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14 Feb'24, 11:05 AM
5 Feb'24, 11:36 AM
30 Jan'24, 05:52 AM
14 Sep'21, 01:03 PM
20 Mar'25, 08:44 AM
6 Dec'24, 07:35 AM
6 Nov'24, 05:16 AM
4 Apr'24, 07:18 AM
14 Feb'24, 11:05 AM
5 Feb'24, 11:36 AM
30 Jan'24, 05:52 AM
14 Sep'21, 01:03 PM