Overview
This course covers the basics of probability, including probability formulas, Venn diagrams, mutually exclusive vs. independent events, and various distributions such as uniform, binomial, geometric, and normal distributions. It also explains Z-statistics vs. T-statistics and how to interpret confidence intervals with examples. The course aims to teach students the fundamental concepts of statistics and how to apply them in various scenarios. The intended audience for this course is individuals looking to build a strong foundation in statistics and improve their data analysis skills.
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.
Taught by
Ace Tutors