do this "h = x*theta; diff = h-y; theta = theta-(alpha/m)*x'*diff;" with alpha value being 0.0100 and the m value being 47. in matlab

To perform the given computation in MATLAB with the provided values, you can follow these steps:

main.m
% Set the values of alpha and m
alpha = 0.0100;
m = 47;

% Define the variables x, theta, and y
x = ... % your input vector (size should be m x n, where n is the number of features)
theta = ... % your parameter vector (size should be n x 1)
y = ... % your target vector (size should be m x 1)

% Compute h = x*theta
h = x * theta;

% Compute diff = h - y
diff = h - y;

% Compute theta = theta - (alpha/m)*x'*diff
theta = theta - (alpha/m) * x' * diff;
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Make sure to replace x, theta, and y with your actual input, parameter, and target values respectively.

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