The AI Guy @TheWayToLearnAI
The AI Guy. Come Learn with me and Teach me more! Purely Educational for All Things AI Joined April 2023-
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Classic Linear Regression Setup 1. Model: F(x) = wx + b 2. Parameters: w, b 3. Cost Function: Squared Error 4. Goal: Minimize Cost Function for Prediction
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Cost Function What is it and why to use it? 1. Linear Regression Example - Squared Error Cost Function 2. Goal is to minimize the difference between Prediction (Y hat) and Output (Y)
Supervised Learning Basics 1. f(x) = wx + b 2. X = training data 3. Y = result data 4. M = Numeric Value of Training Data 5. w = 0, means no slope 6. b = 0, means starts at the origin (0,0)
The only goal of this account is to Learn/Teach and Speak AI fundamentals / learn more.
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