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Deep Learning Overview
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Classroom Contents
Running Distributed TensorFlow on DC/OS
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- 1 Overview
- 2 Introduction to TensorFlow
- 3 What is Machine Intelligence
- 4 What is TensorFlow
- 5 Open Source TensorFlow
- 6 What is DCOS
- 7 Highlevel picture of DCOS
- 8 What are DCOS
- 9 Deep Learning Overview
- 10 Training Phase
- 11 Recap
- 12 Demo Overview
- 13 Demo Setup
- 14 Demo Visualization
- 15 Summary
- 16 Demo
- 17 Cluster Overview
- 18 DCOS Catalog
- 19 DCOS Tensorflow Tools
- 20 DCOS Tensorflow Packages
- 21 Storage Bucket
- 22 CPUGPU Allocation
- 23 Beta Tensorflow
- 24 Deployment Phase
- 25 Developer Workflow
- 26 Moving to Distributed
- 27 The Real Challenge
- 28 What DCOS Does
- 29 Cluster Spec
- 30 Dealing with failures
- 31 Manual configuration
- 32 Highlevel service definition
- 33 Deployer responsibilities
- 34 Clean Read
- 35 DCOS Secrets
- 36 Runtime Configuration Dictionary
- 37 Single Framework
- 38 Meta Framework
- 39 Flow
- 40 Special Thanks
- 41 Questions Links
- 42 Discussion
