Extract and classify documents

Classify documents and extract data using Machine Learning Studio. You can then clean up data with Refiner and validate it with Validations.

• About Machine Learning Studio

  Machine Learning Studio uses deep learning models to enable document understanding.

• ML Studio dependencies

  ML Studio relies on base models and the `.ibformers` package of training scripts. Both of these dependencies are provided through the Marketplace and must be updated periodically.

• Annotation guide

  Annotate documents in order to train a deep learning model.

• Training a model

  Model training teaches an existing deep learning model how to process documents that are representative of those the model will encounter in your production environment.

• Refining data

  Use Refiner to clean and format data extracted using ML Studio, or to programmatically extract data directly from documents.

• Validating data

  Configure validations and include them in your flow to ensure that data has been correctly extracted.