2022-04-19 18:15:47 +00:00
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############
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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.
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.. raw:: html
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<div class="display-card-container">
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<div class="row">
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.. Add callout items below this line
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.. displayitem::
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:header: Level 1: Train a model
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:description: Learn the basics of training a model.
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:button_link: ../model/train_model_basic.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 2: Add a validation and test set
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:description: Add validation and test sets to avoid over/underfitting.
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2022-04-26 15:59:29 +00:00
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:button_link: ../levels/basic_level_2.html
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2022-04-19 18:15:47 +00:00
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 3: Use pretrained models
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:description: Learn how to use pretrained models with Lightning
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:button_link: ../advanced/transfer_learning.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 4: Enable script parameters
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:description: Add parameters to your script so you can run from the commandline.
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:button_link: ../common/hyperparameters.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:header: Level 5: Understand and visualize your model
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:description: Remove bottlenecks and visualize your model
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:button_link: ../levels/basic_level_5.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. displayitem::
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:description: Use your model for predictions.
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:header: Level 6: Predict with your model
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:button_link: core_level_6.html
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:col_css: col-md-6
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:height: 150
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:tag: basic
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.. raw:: html
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</div>
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</div>
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