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Spark ML Code Generation

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Chris Fregly edited this page Aug 26, 2016 · 3 revisions

TODO: Document this better

Code

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0. Architecture Overview

Environment Setup

1. Setup Cloud Environment

2. Environment README

3. Start Docker Environment

Demos

4. Demo Code Layout

5. Explore Services

6. Serve Batch Recommendations

7. Realtime Recommendations

8. Streaming Probabilistic Algos

9. TensorFlow Image Classifier

10. AWS GPU TensorFlow Docker

11. Monitoring Metrics

Active Research (Unstable)

12. More TensorFlow Examples

13. Spark ML Code Generation

14. Spark ML PMML Support

15. Kubernetes Docker Spark ML

Managing Environment

15. Stop and Start Environment

16. Save and Restore Environment

17. Troubleshooting Guide

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