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Classroom Contents
A Guide to Building a Continuous MLOps Stack with GCP and Superwise
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- 1 Intro
- 2 About Superwise
- 3 Why Continuous Training
- 4 Why MLOps is Complex
- 5 Google Envelopes
- 6 Scope
- 7 Notebook Setup
- 8 Pipeline Overview
- 9 Pipeline Explanation
- 10 Pipeline Use Case
- 11 Train Model
- 12 Evaluation
- 13 Next Steps
- 14 Prerequisites
- 15 Component Functions
- 16 Flask
- 17 Service Account
- 18 Predict Instance
- 19 Docker Build
