10 Probability Distributions in 50 Min
Zachary Huang · 6,275 words · 31 min read · EN

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You've googled pan distribution. You got hit with a wall of formulas, probability density functions, random variables. It felt abstract. It felt useless. You're trying to solve a real problem like why customers arrive in clumps at your coffee shop and the textbook gives you Greek letters. Let me tell you something. You are learning probability all wrong. Here's
the truth. These aren't abstract concepts. They are the hidden patterns in everything around you. Customer arrivals at Starbucks, that's pluson. Test scores in your class, that's the normal bell curve. A defective part in a factory batch, that's binomial. Forget the confusing textbooks. Give me 50 minutes and you will master the 10 distributions that run the world. No
confusion, just raw intuition built from the ground up. Now take a look at this. These are the 10 distributions we're going to master. In part one, we'll cover the basic and counting distributions. Check out the table. You can see things like uniform, berni, binomial, and of course the famous normal bell curve. Then in part two, as you can see in this
next table, we'll get into the growth and waiting time distributions. This is where we cover things like the log normal, geometric, plus exponential. And here's the secret nobody tells you. They are all connected. Look at this diagram. The Berni is the single atom that builds the binomial. And the binomial when you scale it up with
enough trials actually becomes the normal distribution that perfect bell curve. And then there's the pson which is linked directly to the exponential. One counts events the other measures the time between them. They're two sides of the same coin. You see you won't just memorize 10 formulas. You will understand the system of randomness. you
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