Machine Learning Predictions with FHIR and Healthcare API
1 hour 15 minutes
7 Credits
GSP613
Overview
In this lab, you will create a prediction pipeline for FHIR resources using Cloud Healthcare API and AI Platform.
What you will learn
- To create Cloud Healthcare API datasets and FHIR stores
- To train a TensorFlow model on FHIR data
- To serve predictions from your model using AI Platform and Cloud Functions
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- Get temporary access to the Google Cloud Console.
- Over 200 labs from beginner to advanced levels.
- Bite-sized so you can learn at your own pace.
Score
—/100
Create the training dataset
/ 20
Deploy the model
/ 20
Create a FHIR store
/ 30
Create a Cloud Function
/ 30