Statistics Fundamentals

Name: Statistics Fundamentals
Price: 9 USD
Availability: InStock

2h 4m 10s

English

Paid

December 20, 2024

Master statistics for data-driven careers. Build a strong statistical foundation for data science, analysis, and decision making. Succeed in interviews and apply your knowledge to real-world problems.

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#	Title	Duration
1	Introduction	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