This document discusses Google Cloud Machine Learning and various related APIs. It provides an overview of TensorFlow, Google's open source machine learning framework, and how it can be used with Cloud ML APIs like Cloud Vision and Cloud Speech. Examples are given of how TensorFlow can be used with these APIs and scaled using GPUs on Google Cloud Platform.

1. Cloud Machine Learning TensorFlow
GCPUG in Tokyo & Osaka #1
TOPGATE Inc.
2016-04-15
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2. :
: TOPGATE
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3. GCP NEXT 2016
GCP NEXT 2016 Extended in Tokyo
at Kabuku
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4. Cloud Machine Learning
GCP NEXT 2016
TensorFlow
Cloud ML TensorFlow
TensorFlow
Cloud Vision API Cloud Speech API
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5. Cloud Vision API
API
GCP NEXT 2016 Google
Vision API
https://ml-topgate.appspot.com/
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6. Cloud Vision API
Face Detection
Label Detection
OCR
Landmark Detection
Safe Search Annotation
Image Properties
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7. Cloud Speech API
API
Speech API
https://www.google.com/intl/ja/chrome/demos/speech.html
https://www.youtube.com/watch?v=wzp9dfVpeeg
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8. Cloud Machine Learning
GCP NEXT 2016
TensorFlow
GPU
scalable
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9. 2016-04-15 9 / 19

10. Cloud ML
Cloud Vision API
Cloud Machine Learning
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11. Cloud ML
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12. Cloud ML
GPU
CPU
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13. TensorFlow
Google Brain Team
Python, C++ API
Deep Learning
GCP
Cloud ML
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14. TensorFlow
TensorFlow
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15. TensorFlow
operation
operation
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16. TensorFlow
operation
or operation
operation
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17. TensorFlow
←
Chainer
GPU GCE GPU
EC2 TensorFlow GPU
Cloud Machine Learning
Cloud Machine Learning
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18. Cloud Machine Learning TensorFlow
TensorFlow Cloud Machine
Learning
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19. TensorFlow
reference
Recurrent Neural Network
reference
0.6 0.7
Cloud Datalab TensorFlow 0.6
Cloud Datalab LATEX
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