Use Data Attribute Recommendation With Your Own Dataset
January 29, 2021
Intermediate
30 min.
Classify your own data records in Data Attribute Recommendation using a custom dataset schema.
You will learn
- How to define a custom dataset schema
- How to prepare your data for upload
- How to classify your own data records using your Data Attribute Recommendation machine learning model
In this tutorial, you will use machine learning to classify your own data records and prepare a corresponding dataset schema. The steps that you have already learned in the previous tutorials will be once again needed to perform this tutorial. You will be given instructions, but if you need more details for each task, please review the respective tutorial.
Please note that trial mode has limits on number of schemas, datasets and models. In order to be able to run this tutorial end-to-end without hitting limits, it is recommended to perform a cleanup as described here or just re-create the service instance in SAP BTP Trial as described below.
Step 1: Prepare your data
Step 2: Create new dataset schema
Step 3: Create new dataset
Step 4: Upload your data
Step 5: Create training job and deploy your model
Step 6: Classify records