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Bayesian Learning of Model Structure Mlg Eng Cam Ac Form

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The goal is for you to come away from this video understanding one of the most important formulas in all of probability, Bayes’ theorem. This formula is central to scientific discovery, it’s a core tool in machine learning and AI, and it’s even been used for treasure hunting, when in the 80’s a small team led by Tommy Thompson used Bayesian search tactics to help uncover a ship that had sunk a century and half earlier carrying what, in today’s terms, amounts to $700,000,000 worth of gold. So it's a formula worth understanding. But of course there were multiple different levels of possible understanding. At the simplest there’s just knowing what each part means, so you can plug in numbers. Then there’s understanding why it’s true; and later I’m gonna show you a certain diagram that’s helpful for rediscovering the formula on the fly as needed. Then there’s being able to recognize when you need to use it. With the goal of gaining a deeper understanding, you and I wil

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