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Part 1 - Deployment fundamentals

This directory contains 6 workflows.

IconPrediction workflow 

Icon01 Credit scoring training workflow 

Training workflow. This workflow accesses the training data from a file, splits and preprocesses it, and trains the credit scoring model. - The […]

Icon02 Application test - Prediction workflow output 

This test is especially important before the deployment but can also be executed regularly when the workflow is already deployed.

Icon03.1 Call the prediction workflow from another workflow 

Applying the prediction workflow on the new data. This workflow calls the prediction workflow to predict the credit scoring for the new applicants. TAGS: […]

Icon03.2 Call the prediction workflow via POST request 

Calling a prediction workflow deployed as a REST service. Example scenario: The bank wants to allow applicants to calculate their approximate credit score […]

Icon03.3 Call the prediction workflow from a data app 

Calling a prediction workflow via a data app. Example scenario: The bank provides their employees with the credit scoring data app to score the applicants […]