http://www.zstatistics.com/videos/

0:25 Quick rundown
2:15 Assumptions underlying the Poisson distribution
3:08 Probability Mass Function calculation
5:14 Cumulative Distribution Function calculation
6:29 Visualisation of the Poisson distribution
7:25 Practice QUESTION!