Amazon's Innovation with Machine Learning

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2018/4/18 に開催された，AWS Machine Learning Tech Night - April 2018 - の，Swami Sivasubramanian による AWS ML についての発表資料です． https://awsj-ml.connpass.com/event/83623/

Technologie

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Swami Sivasubramanian, Vice President, Amazon AI/ML
Amazon’s Innovation with Machine Learning
~ How can AI/ML transform your business? ~

Swami Sivasubramanian
VP Artificial Intelligence and Machine Learning, AWS
講演者ご紹介

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fulfillment & logisticsAt Amazon,
we’ve been making
investments in ML for
the last 20 years…

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fulfillment & logistics
Search & discovery
At Amazon,
we’ve been making
investments in ML for
the last 20 years…

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fulfillment & logistics
Search & discovery
Existing products
At Amazon,
we’ve been making
investments in ML for
the last 20 years…

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fulfillment & logistics
Search & discovery
Existing products
New products
At Amazon,
we’ve been making
investments in ML for
the last 20 years…

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Put machine learning
in the hands of every
developer and data
scientist
ML @ AWS:
OUR MISSION

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What are some of the
ML capabilities our customers are asking for?

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Frameworks &
Infrastructure
GPU (P3 Instances) MobileCPU IoT (Greengrass)
Platform
Services
Application
Services
AWS Deep Learning AMI
AWS ML Stack
Amazon
SageMaker
AWS
DeepLens
TensorFlow GluonApache MXNet Cognitive Toolkit Caffe2 & Caffe PyTorch KerasChainer
Vision
Rekognition
Image
Rekognition
Video
Speech
Polly Transcribe
Language
Translate ComprehendLex

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Customers Running Machine Learning On AWS Today

© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Thank you.

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Amazon's Innovation with Machine Learning

1. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Swami Sivasubramanian, Vice President, Amazon AI/ML Amazon’s Innovation with Machine Learning ~ How can AI/ML transform your business? ~

2. Swami Sivasubramanian VP Artificial Intelligence and Machine Learning, AWS 講演者ご紹介

7. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fulfillment & logistics Search & discovery Existing products At Amazon, we’ve been making investments in ML for the last 20 years…

10. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fulfillment & logistics Search & discovery Existing products New products At Amazon, we’ve been making investments in ML for the last 20 years…

16. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Frameworks & Infrastructure GPU (P3 Instances) MobileCPU IoT (Greengrass) Platform Services Application Services AWS Deep Learning AMI AWS ML Stack Amazon SageMaker AWS DeepLens TensorFlow GluonApache MXNet Cognitive Toolkit Caffe2 & Caffe PyTorch KerasChainer Vision Rekognition Image Rekognition Video Speech Polly Transcribe Language Translate ComprehendLex

Amazon's Innovation with Machine Learning

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