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Classroom Contents
Machine Learning Made Easy on Kubernetes - DevOps for Data Scientists
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- 1 Introduction
- 2 Demo
- 3 Machine Learning
- 4 Kubernetes
- 5 MLOps
- 6 Pipelines
- 7 Demonstration
- 8 Code
- 9 Docker Container
- 10 Tensorflow
- 11 Deploying TensorFlow
- 12 Do I want my data scientists
- 13 Cubeflow dashboard
- 14 Azure storage
- 15 Service
- 16 Service IP
- 17 Curl
- 18 Web App
- 19 Game of Thrones
- 20 Hyperparameters
- 21 Virtual Nodes
- 22 Container Instances
- 23 Install Helm
- 24 Tensor Board
- 25 Kubernetes Instances
- 26 Khateeb
- 27 Kubernetes Pipelines
- 28 Training Logs
- 29 Notebooks
- 30 Demo QA
