Basic skills

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

Level 1: Train a model

Learn the basics of training a model.

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Level 2: Add a validation and test set

Add validation and test sets to avoid over/underfitting.

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Level 3: Use pretrained models

Learn how to use pretrained models with Lightning

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Level 4: Enable script parameters

Add parameters to your script so you can run from the commandline.

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Level 5: Understand and visualize your model

Remove bottlenecks and visualize your model

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Level 6: Predict with your model

Use your model for predictions.

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