Part 1 - Deployment fundamentals
This directory contains 6 workflows.
01 Credit scoring training workflow - exercise
Training workflow. This workflow accesses the training data from a file, splits and preprocesses it, and trains the credit scoring model. - The […]
02 Application test - Prediction workflow output - exercise
This test is especially important before the deployment but can also be executed regularly when the workflow is already deployed.
03.1 Call the prediction workflow from another workflow - exercise
Applying the prediction workflow on the new data. This workflow calls the prediction workflow to predict the credit scoring for the new applicants. TAGS: […]
03.2 Call the prediction workflow via POST request - exercise
Calling a prediction workflow deployed as a REST service. Example scenario: The bank wants to allow applicants to calculate their approximate credit score […]
03.3 Call the prediction workflow from a data app - exercise
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 […]