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okay so Ashish and I are here were doing to do a little pdf CDF explanations were going to use uniform random variables to explain it this is kind of going to be a little excerpt video to understand how they work together because one really important thing to understand is the fact that we are using the same variable here the same uniform random variable with the same numbers everything is the same but between the PDF and CDF were just looking at the same random variable a little bit differently so were going to go through and show you how these work so Ashish and I are going to start to show the area underneath or in his case the point on the line at which the probabilities would end up equaling each other so if I want to say I want to find the probabilities for the space in here lets say this is two and I move along this section Ashish would then move along that line to that to area and the point at that line would be the same so if I continue to move my marker across this area