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Classroom Contents
From Notebook to Kubeflow Pipelines to KFServing - The Data Science Odyssey
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- 1 Introduction
- 2 Agenda
- 3 What is Kubeflow
- 4 Use Cases
- 5 User Interface
- 6 Command Line
- 7 ML Code
- 8 Highlevel overview
- 9 The agenda
- 10 Deployment
- 11 Creating a MiniKF
- 12 Pipelines
- 13 Benefits
- 14 Workflow
- 15 Beta Management
- 16 Notebook Overview
- 17 Annotations
- 18 Compile Run
- 19 Analyze Notebook
- 20 Python Libraries
- 21 Manual Pipelines
- 22 Compile and Run
- 23 Catib UI
- 24 Experiments Graph
- 25 Cached Steps
- 26 Visualizing Steps
- 27 KFServing
- 28 Restoring a Notebook
- 29 Restoring a Notebook with the State
- 30 Restoring a Notebook with the Server
- 31 Restoring a Notebook from a Snapshot
- 32 KFServing API
- 33 Preprocessing
- 34 Models UI
- 35 Summary
- 36 Community
