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Linear regression and gradient descent with multiple variables

Articles

Here are some good reads, before you get going.

Read my medium article explaining the code

Site for great datasets Matrix arithmetic Great srticle that helped me alot

Youtube videos

I have created a series on youtube to explain the code: https://www.youtube.com/playlist?list=PLOEB0iByIwznDBU8aF9hVXALjwj5Odrnm

Instructions

  1. Run with dataset.txt initially with a predition of [6;6;6]
  2. Run with realestat3.txt with a prediction of [2012.667;1.5;23.38284;7;24.96772;121.54102]

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Gradient descent for linear regression in Matlab

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  • MATLAB 100.0%