Statistics

Overview

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Learn fundamental statistical concepts in this 30-minute video tutorial covering probability, distributions, and statistical tests. Explore probability basics, formulas, and Venn diagrams with practical examples. Differentiate between mutually exclusive and independent events, and delve into uniform, binomial, geometric, and normal distributions. Understand the differences between Z-statistics and T-statistics, and interpret confidence intervals using real-world scenarios. Master essential statistical principles through clear explanations and illustrative examples in this concise yet comprehensive tutorial.

Syllabus

Probability: The Basics EXPLAINED with Examples.
Probability Formulas and Venn Diagrams EXPLAINED with Examples.
Mutually Exclusive vs. Independent Events EXPLAINED in 4 minutes.
Uniform Distribution EXPLAINED with Examples.
Binomial Distribution EXPLAINED with Examples.
Geometric Distribution EXPLAINED with Examples.
Normal Distribution EXPLAINED with Examples.
Z-Statistics vs. T-Statistics EXPLAINED in 4 Minutes.
Interpreting Confidence Intervals EXPLAINED in 3 Minutes with Examples.