A visual lesson about probability distributions for random variables. I cover the probability mass, probability density, and cumulative distribution functions for discrete and continuous random variables.

00:00 Video Overview
0:31 Random Variable Definition
1:02 Probability Mass Function (PMF - Discrete Random Variable)
2:04 Cumulative Distribution Function (CDF - Discrete)
4:32 Continuous Random Variable, Probability Density Function and CDF
9:00 Cumulative Distribution Function and Probability of Events
12:04 Conclusions

#probability #randomvariables #probabilitydistribution #data

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Hello, and welcome to RiskByNumbers!

I am a professor sharing educational resources around probability, statistics, optimization methods, algorithms, and programming to a broad audience.

Outside of Youtube, you can currently find me in Vancouver, Canada at the University of British Columbia.

Thank you, and I look forward to seeing you in future videos!

Email: [email protected].
LinkedIn:   / omar-swei