Teach me statistics in 30 minutes
A student challenged me to teach them statistics in 30 minutes. This is the result. A rundown of data types, distributions, sampling, hypothesis testing and p-values that (almost) scrapes in under 30 mins.

What are degrees of freedom?? Seriously.
It’s the most pesky of concepts in statistics. So I devoted a whole video to it. Satisfy all your degrees of freedom queries right here.

Basic Probability
Lock in your understanding of marginal, joint and conditional probability. Also, find out whether Game of Thrones is more popular than West World.

Variance and Standard deviation
So, you think you know what a standard deviation is?
Well why do we divide by n-1?
And why on earth do we bother with this thing called “variance”?

Hypothesis testing (no maths!)
Hypothesis testing is the bedrock of frequentist statistics. This video develops your intuition around hypothesis testing, turning your non-statistics brain into a statistics brain.

Understanding regression output
This video takes you through ALL those weird and wonderful numbers in your regression output. What are “coefs”, “t-stats”, “p-values” and what the hell is that whole ANOVA section all about??

Sampling!
This video is a cracker to bolt down your understanding of sampling from a finitie and infinite population. Also elucidating the difference between population and sample.