Udemy Stock Price Modeling Learn Math Through Real Applications 2023 9 1

Part 1 (1:37:24) 1. Introduction 0:00:00 1. Problem overview Valuing derivatives 0:04:33 2. Overview of the modeling process 2. How to analyze stock prices Data Analysis 0:08:31 1. Download stock prices 0:11:48 2. Getting percentage returns 0:18:06 3. Analyzing percentage returns 0:24:08 4. Analyzing continuous distribution 0:36:36 5. Probability density pattern 0:45:13 6. Finding the formula behind the patterns 3. How to model stock price changes log 0:51:32 1. What is log 0:56:00 2. How to calculate natural rate of growth 0:59:43 3. How to calculate natural rate of decay 1:05:32 4. How to compute log in Excel 1:13:15 5. Compute log returns 4. How to shape the wheel Probability Density Function 1:17:39 1. Section overview 1:19:17 2. What is probability distribution 1:25:37 3. What does probability theory do 1:33:59 4. Why not Cauchy distribution