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Statistics Fundamentals
2h 4m 10s
English
Paid
About the Author: LunarTech
LunarTech is an educational platform specializing in training in the field of artificial intelligence and digital skills. The company offers practical courses aimed at gaining experience through real projects, portfolio development, and career-building support.
Watch Online 12 lessons
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/ #1: Introduction
All Course Lessons (12)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Introduction Demo | 04:00 | |
| 2 | 1. Random Variables | 06:26 | |
| 3 | 2. Mean, Variance, Standard Deviation | 02:53 | |
| 4 | 3. Covariance & Correlation | 05:17 | |
| 5 | 4. Probability Distribution Functions | 12:42 | |
| 6 | 5. Conditional Probability & Bayes Theorem | 09:09 | |
| 7 | 6. Introduction to Causal Analysis & Linear Regression | 14:51 | |
| 8 | 7. Hypothesis Testing & Statistical Significance | 10:38 | |
| 9 | 8. P-Values, Type I & Type II Errors, Confidence Intervals | 18:53 | |
| 10 | 9. Statistical Tests (Part 1) | 17:36 | |
| 11 | 10. Statistical Tests (Part 2) | 13:59 | |
| 12 | 11. Inferential Statistics (CLT & LLN) | 07:46 |
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Read Book Statistics Fundamentals
| # | Title |
|---|---|
| 1 | Fundamentals of Statistics |