Save Linked Model

Brick Locations

Bricks Export / Import → Save Linked Model

Brick Parameters

  • Select linked model
    • Select a linked model from one of the existing models.
  • Create linked model
    • You can create a new linked model by clicking the ‘Create’ button. After that, you have to write the new model’s title and click ‘Save’.

Brick Inputs/Outputs

  • Inputs
    • Brick takes a trained model

Example of usage

Let’s have a look at the usage of the Save Linked Model Brick.
For this example, we can use the ‘home_prices_sample.csv’ dataset and train a regression model.
First, we need to do some data preprocessing with Encoding Brick and then train the LGBM Regression model on the training dataset, produced by Split Data Brick.
We can connect the trained model to the Save Linked Model Brick and create a new linked model called ‘home_prices_model’.
notion image
notion image
After saving the model, it can be downloaded using Load Linked Model Brick.
We can save the test dataset and load our saved linked model into another pipeline to generate predictions.