01 artificial intelligence at amazonaws-de-media.s3-eu-west-1.amazonaws.com/images/startup... ·...
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© 2016, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
November 2017
Artificial Intelligence at Amazon
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A system or service which can perform tasks that usually require human intelligence
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More Users Better Products
More Data Better Analytics
A Flywheel For Data
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Machine Learning &Artificial Intelligence
Big Data
More Users Better Products
More Data Better Analytics
A Flywheel For Data
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Algorithms
The Advent Of Deep Learning
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Data
Algorithms
The Advent Of Deep Learning
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Data
Hardware Acceleration
(FPGA, GPU, ...)
Algorithms
The Advent Of Deep Learning
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Data
Hardware Acceleration
(FPGA, GPU, ...)
ProgrammingModels
Algorithms
The Advent Of Deep Learning
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Artificial Intelligence At Amazon (1995)
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AI Applications on AWS
Netflix Recommendation Engine
Pinterest Lens
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Thousands Of Employees Across The Company Focused on AI
Discovery &Search
Fulfilment &Logistics
EnhanceExisting Products
Define NewProduct
Categories
Bring MachineLearning To All
Artificial Intelligence At Amazon
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Can We Help CustomersPut Intelligence At The Heart OfEvery Application & Business?
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Amazon AI: Democratized Artificial Intelligence
Amazon Rekognition
Amazon Polly
Amazon Lex
Apache MXNet Caffe Theano KerasTorch CNTKTensorFlow
EC2 ECS Lambda GreenGrass FPGABatch …
AI Services
AI Platform
AI Engines
Amazon Machine Learning
Amazon ElasticMapReduce (EMR) Spark & SparkML
Through AWS AI Services we help you generalize a state of the art science problem to an everyday development solution
through REST API calls.
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Amazon AI: Democratized Artificial Intelligence
Amazon Rekognition
Amazon Polly
Amazon Lex
Apache MXNet Caffe Theano KerasTorch CNTKTensorFlow
EC2 ECS Lambda GreenGrass FPGABatch …
AI Services
AI Platform
AI Engines
Amazon Machine Learning
Amazon ElasticMapReduce (EMR) Spark & SparkML
Through efficient and smart tooling we abstract away operational complexity from scientific and engineering work.
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Amazon AI: Democratized Artificial Intelligence
Amazon Rekognition
Amazon Polly
Amazon Lex
Apache MXNet Caffe Theano KerasTorch CNTKTensorFlow
EC2 ECS Lambda GreenGrass FPGABatch …
AI Services
AI Platform
AI Engines
Amazon Machine Learning
Amazon ElasticMapReduce (EMR) Spark & SparkML
Run your models on the hardware of your choice, distributed computation framework of choice, or on the edge.
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Amazon AI: Democratized Artificial Intelligence
Amazon Rekognition
Amazon Polly
Amazon Lex
Apache MXNet Caffe Theano KerasTorch CNTKTensorFlow
EC2 ECS Lambda GreenGrass FPGABatch …
AI Services
AI Platform
AI Engines
Amazon Machine Learning
Amazon ElasticMapReduce (EMR) Spark & SparkML
![Page 19: 01 Artificial Intelligence At Amazonaws-de-media.s3-eu-west-1.amazonaws.com/images/Startup... · 2017-11-13 · A system or service which can perform tasks that usually require human](https://reader034.vdocuments.us/reader034/viewer/2022050110/5f47bd3eeb1fe96e31603b54/html5/thumbnails/19.jpg)
Why Apache MXNet?
Most Open Best On AWSOptimized for
deep learning on AWSAccepted into theApache Incubator
(Integration with AWS)
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Apache MXNet
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0
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8
12
16
1 2 4 8 16
Amazon AI: Scaling With MXNet
91%Efficiency
IdealInception v3Resnet
Alexnet
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IdealInception v3Resnet
Alexnet
88%Efficiency
0
64
128
192
256
1 2 4 8 16 32 64 128 256
Amazon AI: Scaling With MXNet