:orphan:

######################################
Level 2: Add a validation and test set
######################################

.. raw:: html

    <div class="display-card-container">
        <div class="row">

.. displayitem::
   :header: Validate and test a model
   :description: Add a validation and test data split to avoid overfitting.
   :col_css: col-md-4
   :button_link: ../common/evaluation_basic.html
   :height: 150
   :tag: basic

.. displayitem::
   :header: Save your model progress
   :description: Learn to save the state of a model as it trains.
   :col_css: col-md-4
   :button_link: ../common/checkpointing_basic.html#save-a-checkpoint
   :height: 150
   :tag: basic

.. displayitem::
   :header: Enable early stopping
   :description: Use early stopping to decide when to stop training your model.
   :col_css: col-md-4
   :button_link: ../common/early_stopping.html
   :height: 150
   :tag: basic



.. raw:: html

        </div>
    </div>
