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so in terms of this CFA playlist we are still in the early quantitative methods or the foundations of quantitative methods in the previous video I reviewed some basic statistical concepts and now follow that up with a review of some basic or foundational probability concepts including we want to hit these four topics in this video starting with definitions we want to get off on the right foot in terms of defining our concepts including the distinction between an event and an outcome and also we want to formally define what it means to be a probability so that we refer to a random variable we have properly characterized that random variable with a probability or a probability distribution and there is there are criteria for that then we have and some important definitions in these two items here conditional versus unconditional probability and also joint probability and then Ill show you my favorite way to wrap these all together or I didnt invent it but I think the best way to look