Introducing Scikit Learn

Data Representation in Scikit-Learn

Steps involved

• Choose a class of model from sklearn.linear_model import Linearregression

  model = Linearregression(init_paramers)

• Choose model hyperparameters Each model needs some initial parameters You have to choose the best parameters among

• Arrange data into feature matrix & vector

• fit the model. All the data will be passed here. If supervised, labels are also passed otherwise not.

• Predict the labels of unknow data

• Evaluate your model