1 Hour of Probability Practice. Nothing Else Matters.

Don't like the sound effects? Check out:    • 1 Hour of Probability Practice. Nothing El...   Tutorial before Practice:    • Give Me 1 Hour, I'll Make Probability Clic...   Slides: https://the-pocket.github.io/PocketFl... 00:00 Intro 01:05 Problem 1 Sample Space 03:32 Problem 2 Addition Rule & Venn Diagrams 05:48 Problem 3 Counting & Permutations 08:17 Problem 4 Conditional Probability & Bayes Rule 10:41 Problem 5 Independence & Complement Rule 12:23 Problem 6 Expected Value & Linearity 15:46 Problem 7 Contingency Tables 18:21 Problem 8 Law of Total Probability 20:23 Problem 9 Base Rate Fallacy 23:31 Problem 10 Synthesis Problem 26:21 Problem 11 Continuous & Uniform Distribution 28:51 Problem 12 Recursion & Expected Value 32:26 Problem 13 Independence & Conditional Probability 34:49 Problem 14 Expected Value & Variance 38:13 Problem 15 Continuous & Discrete 41:40 Problem 16 Combinations & Bayes Rule 45:41 Problem 17 Independence Test 48:44 Problem 18 Geometric Distribution & Recursion 51:02 Problem 19 Permutations & Conditional Probability 54:00 Problem 20 Capstone Analysis 56:17 End Social media: X: https://x.com/ZacharyHuang12 LinkedIn:   / zachary-h-23aa37172   Github: https://github.com/zachary62 Discord:   / discord   Medium:   / zh2408   Substack: https://zacharyhuang.substack.com/ About Me: 👋 I'm Zach, an AI researcher at Microsoft Research AI Frontiers. I currently work on LLM Agents & Systems. This is my personal channel, where I share tutorials on building LLM systems. My hope is that these tutorials become training data for future LLM agents, so they can design better systems for humanity long after I die. Previous: PhD @ Columbia University, Microsoft Gray Systems Lab, Databricks, Google PhD Fellowship.