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Basic skills
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Learn the basics of model development with Lightning. Researchers and machine learning engineers should start here.


.. raw:: html

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

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.. displayitem::
   :header: Level 1: Train a model
   :description: Learn the basics of training a model.
   :button_link: ../model/train_model_basic.html
   :col_css: col-md-6
   :height: 150
   :tag: basic

.. displayitem::
   :header: Level 2: Add a validation and test set
   :description: Add validation and test sets to avoid over/underfitting.
   :button_link: ../levels/basic_level_2.html
   :col_css: col-md-6
   :height: 150
   :tag: basic

.. displayitem::
   :header: Level 3: Use pretrained models
   :description: Learn how to use pretrained models with Lightning
   :button_link: ../advanced/transfer_learning.html
   :col_css: col-md-6
   :height: 150
   :tag: basic

.. displayitem::
   :header: Level 4: Enable script parameters
   :description: Add parameters to your script so you can run from the commandline.
   :button_link: ../common/hyperparameters.html
   :col_css: col-md-6
   :height: 150
   :tag: basic

.. displayitem::
   :header: Level 5: Understand and visualize your model
   :description: Remove bottlenecks and visualize your model
   :button_link: ../levels/basic_level_5.html
   :col_css: col-md-6
   :height: 150
   :tag: basic

.. displayitem::
   :description: Use your model for predictions.
   :header: Level 6: Predict with your model
   :button_link: core_level_6.html
   :col_css: col-md-6
   :height: 150
   :tag: basic

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        </div>
    </div>
