Video - YouTube videos featuring Free IOT/ML tutorials.normalEqn.m - Function to compute the normal equations.featureNormalize.m - Function to normalize features.gradientDescentMulti.m - Gradient descent for multiple variables.computeCostMulti.m - Cost function for multiple variables.gradientDescent.m - Function to run gradient descent.computeCost.m - Function to compute the cost of linear regression.plotData.m - Function to display the dataset.warmUpExercise.m - Simple example function in Octave/MATLAB.submit.m - Submission script that sends your solutions to our servers. ex1data2.txt - Dataset for linear regression with multiple variables.ex1data1.txt - Dataset for linear regression with one variable.ex1 multi.m - Octave/MATLAB script for the later parts of the exercise.ex1.m - Octave/MATLAB script that steps you through the exercise.
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