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.

• Level 2: Add a validation and test set — Add validation and test sets to avoid over/underfitting.

• Level 3: Use pretrained models — Learn how to use pretrained models with Lightning

• Level 4: Enable script parameters — Add parameters to your script so you can run from the commandline.

• Level 5: Understand and visualize your model — Remove bottlenecks and visualize your model

• Level 6: Predict with your model — Use your model for predictions.