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Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
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Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
Serverless Analytics on AWS
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Serverless Analytics on AWS

Jun. 26, 2018••
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2018/06/21-23 に開催された，db analytics showcase の講演資料です．

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Serverless Analytics on AWS

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  24. SageMaker
  25. 1. SageMaker 2. AWS 1. Tensorflow 2. Chainer 3. PyTorch 4. MXNet 3. !
  26. SageMaker SDK • • AWS SDK SageMaker SDK AWS SDK scikit-learn • Jupyter Notebook https://github.com/aws/sagemaker-python-sdk https://github.com/aws/sagemaker-spark estimator = TensorFlow(…) estimator.set_hyperparameters(…) estimator.fit(…) predictor = estimator.deploy(…) Predictor.predict(…)
  27. * S3 SageMaker S3
  28. estimator.fit() . AWS SageMaker S3
  29. estimator.deploy() AWS SageMaker S3
  30. • SageMaker • • Accuracy, MSE etc...
  31. Kinesis Firehose S3 SageM aker Glue Athena Q uickSight App Servers
  32. Kinesis Firehose S3 EM R Glue Athena Q uickSight App Servers Dynam oDB
  33. Cam era Device Detection App GPU Greengrass Core Camera AW S IoT Glue Athena Q uickSight S3 SageM aker Greengrass
  34. • • •
  35. • • Start S3 Athena RDS End
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