Dataset Preparation and Model Training

Goal: To put the data into a format that can be used to train the model.

• We develop a script that loads a dataset, splits it into a training sample and a test sample. Each dataset sample should represent the input data and the corresponding markup category.

• We develop tests to verify that the loading, splitting into samples, and conformance to format are correct.