AnuraagRath / Linear-Regression-MachineLearning-from-Scratch

Using python we have created a Linear Regression Machine Learning Model from Scratch. We have implemented Gradient Descent to find the best 'm' (Slope) and 'b' (Intercept).

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Linear-Regression-MachineLearning-from-Scratch

Using python a Linear Regression Machine Learning Model from Scratch has been created. We have implemented Gradient Descent to find the best 'm' (Slope) and 'b' (Intercept).

Creating a Linear Regression Model from Scratch:

GitHub Logo

  • Implementing Gradient descent to find the best 'b' (Intercept):

    forumlaB_GD

    implementationB_GD

  • Implementing Gradient descent to find the best 'm' (Slope):

    forumlaM_GD

    implementationM_GD

    forumlaB_GD

  • Implementing Gradient Descent:

    forumlaB_GD

  • Implementing Linear Regression:

    linearRegression

    visualization

Thank You

Yours Truely,

Anuraag Rath

About

Using python we have created a Linear Regression Machine Learning Model from Scratch. We have implemented Gradient Descent to find the best 'm' (Slope) and 'b' (Intercept).

License:Mozilla Public License 2.0


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Language:Python 100.0%