Learn Statistics Fundamentals

Description

In this course, you will learn :

• What is the distinction between probability and statistics?
• Examine some examples of how statistics can be deceptive.
• Learn what mean and median are, how they are used, and when they are inappropriate.
• Discover how regressions are created.
• Discover two technical statistical metrics.
• Discover the reasoning behind various sampling methods.

Syllabus :

• Arithmetic Mean
• Median
• Mode
• Quantiles
• IQR
• Variance
• Standard Deviation
• Regression
• Deceptive Graph Design
• Cumulative Frequency Plots
• p-values
• Normal Curves
• Experiment Design
• Type I and Type II errors
• Simpson's Paradox