Skip to content

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

Notifications You must be signed in to change notification settings

AnuraagRath/Linear-Regression-MachineLearning-from-Scratch

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 

Repository files navigation

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).

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages