Normal Distribution

[!question] Normal Distribution is also known as?
Bell Curve

Normal Distribution for Different Standard Deviation

Data spread in Normal Distribution

• Normal distribution is formed from Mean and Standard deviation

• Mean identifies the mid point of the distribution and Standard deviation show how much to deviate from mean

• Less the standard deviation, taller the curve

• More the standard deviation, flatter the curve

• For a normal distribution, Mean == Median == Mode

• For bell curve, Mean = 0, Median = 1

[!def] Equation of Normal Distribution
$$
f(x) = \frac{1}{\sqrt{2 \pi \sigma^2}} \exp-\frac{(x-\mu)^2}{2\sigma^2}
$$