Session 44 - Confidence Intervals | DSMP 2023
Code - https://colab.research.google.com/dri...
Viz tools:
https://campusx-official-confidence-i...
https://campusx-official-z-distributi...
https://campusx-official-normal-distr...
t-table - https://www.sjsu.edu/faculty/gerstman...
Session 44 Notebook PDF : https://drive.google.com/file/d/1nskW...
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| *Chapters* |
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00:00:00 - Session start
00:03:43 - Agenda of this session
00:04:41 - Population vs. Sample
00:07:33 - Parameter vs. Estimate
00:10:09 - Inferential Statistics
00:11:51 - Point Estimate
00:16:51 - What is Confidence Intervals(CI)?
00:23:26 - Ways to calculate CI.
00:25:05 - Applications of CI
00:28:14 - Assumptions of Z-procedure/Sigma Known to calculate CI
00:32:59 - Formula of the Z-Procedure
00:40:12 - Intuition about the formula of Z-Procedure
01:01:46 - Interpreting the Confidence Intervals
01:13:54 - Factors that affect the CI
01:26:20 - Assumptions of t-Procedure to calculate CI
01:30:18 - Formula of t-Procedure & details of t-distribution
01:53:46 - Confidence Intervals in Code
02:05:17 - Session end
#datanalytics #Stats #statistics #SQL #descriptivestatistics #campusx #dsmp2023
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