Taking inspiration from Michael Nielsen's book on deep learning, I began thinking about how I can perform linear regression using neural networks. After working on this problem for a couple weeks I figured it out and in this video, I describe my approach towards the solution.
Code on Github: https://github.com/Supreme-Sector/Linear-Regression-with-Neural-Networks
Links to helpful resources:
Michael Nielsen's book - http://neuralnetworksanddeeplearning.com/
Coefficient of Determination - https://en.wikipedia.org/wiki/Coefficient_of_determinations
Animation at 5:53 - https://colah.github.io/posts/2014-10-Visualizing-MNIST/
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