/Machine-Learning-Classes

Deep diving into the the world of Machine Learning.

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Machine-Learning-Classes

Learning the models of ML in python

  • Part-1 -> Data-preprocessing

Learn how to preprocess the data before jumping into the world of Machine Learning.

  • Part-2 -> Regressions

    • Simple Linear Regression

      • Using 'Ordinary Least Squares Method', find the best fitting line and then predict the model using Training and Test Sets.
      • Some results of given dataset.

      Figure_1Figure_2

      • Scattering red dots are Observation values (gievn in the dataset) and the Blue one is the Regression Line (What should be the expected one, calculated using SLR).