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Implement Linear_Regression class and experiment with Batch,Mini Batch and Stohastic Gradient Descent!

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Linear_Regression

Implement Linear_Regression class, retrieve HousingData.csv and train our model so as to predict Median House Value! For further observation check here Click here to open in Colab.

During training we have been experimented with:

  1. Batch Gradient Descent
  2. Mini Batch Gradient Descent
  3. Stohastic Gradient Descent

You can check this article from towardsdatascience's site, where it breaks down thoroughly the three basic types of gradient descent algorithm!