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AI (Machine Learning, Symbolic Learning) - Coggle Diagram

- - - - Univariate Regression
        
        Loss Function
        
        Gradient Descent
        
        Evaluate performance
        
        MSE
        
        R2
        
        Standard Procesure of Programing
        
        Data Load
        
        Assign data
        
        Original Data display
        
        Set up a linear regression model
        
        Convert data into dimension
        
        fit model
        
        generate predicted value(y')
        
        Evaluate performance
        
        Show Y and Y'
      - Multiple Regression
    - - Problem of Grouping
        
        Junk mail
        
        Identify of image
        
        Predication of Exam
      - Problem-solving idea
        
        Labeling samples
        
        Computer learning characters of the labeled sample
        
        Giving a label for a new sample
      - equation of Logic Regression (sigmoid equation)
        
        Apply for binary classification
      - Loss function of logic regression
      - Standard of programing
        
        Visualize Scatter plot
        
        Create model of logic regression
        
        prediction of model
        
        Evaluate Performance
      - evaluate performance
        
        Accuracy