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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates, All rights reserved.
AI and Machine Learning
Olivier Klein
Head of Emerging Technologies, Asia-Pacific, Amazon Web Services
@captainklein
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS Deep Learning AMI
A p a c h e
M X N e t
To r c h
C o g n i t i v e
To o l k i t
K e r a s
T h e a n o
C a f f e 2
& C a f f e
Te n s o r F l o w
A m a z o n E C 2
A n a c o n d aI n t e l M K L
N v i d i a
C U D A &
c u D N N
P y t h o n 2 &
P y t h o n 3
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Polly Amazon
Rekognition
Amazon Lex
Life-like Speech
Image Analysis
Conversational
Engine
DL Frameworks
MXNet, TensorFlow,
Theano, Caffe, Torch
Amazon AI
Intelligent Services Powered By Deep Learning
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Alexa, Hello!
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Extend capabilities with the help of an
open environment!
Amazon
Echo
Alexa Skill AWS Lambda Facebook Page
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Polly
Turn text into lifelike speech using deep
learning technologies to synthesize
speech that sounds like a human voice
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Lex
Conversational interfaces for your
applications, powered by the same
Natural Language Understanding
(NLU) & Automatic Speech Recognition
(ASR) models as Alexa
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Intents
A particular goal that the
user wants to achieve
Utterances
Spoken or typed phrases
that invoke your intent
Slots
Data the user must provide to fulfill the
intent
Prompts
Questions that ask the user to input
data
Fulfillment
The business logic required to fulfill the
user’s intent
BookHotel
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Lex AWS LambdaFacebook Page
Messenger
Slack
Channel
Amazon
DynamoDB
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition
Image Recognitions and Analysis
powered by Deep Learning which
allows to search, verify and organize
millions of images
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Maple
Villa
Plant
Garden
Water
Swimming Pool
Tree
Potted Plant
Backyard
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Demographic Data
Facial Landmarks
Sentiment Expressed
Image Quality
Brightness: 25.84
Sharpness: 160
General Attributes
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon S3
AWS Lambda
Amazon API
Gateway
Amazon
DynamoDB
Amazon
Rekognition
Mobile
CodeFor.Cloud/image
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Let’s put it all together into
a fun demo!
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition
Amazon Polly
Sphero Robot
AWS IoT
Browser
Webcam
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates, All rights reserved.
Thank you!
Olivier Klein
Head of Emerging Technologies, Asia-Pacific, Amazon Web Services
@captainklein

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AI and Machine Learning - AWS Public Sector Summit Singapore 2017

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates, All rights reserved. AI and Machine Learning Olivier Klein Head of Emerging Technologies, Asia-Pacific, Amazon Web Services @captainklein
  • 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 3. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS Deep Learning AMI A p a c h e M X N e t To r c h C o g n i t i v e To o l k i t K e r a s T h e a n o C a f f e 2 & C a f f e Te n s o r F l o w A m a z o n E C 2 A n a c o n d aI n t e l M K L N v i d i a C U D A & c u D N N P y t h o n 2 & P y t h o n 3
  • 4. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Polly Amazon Rekognition Amazon Lex Life-like Speech Image Analysis Conversational Engine DL Frameworks MXNet, TensorFlow, Theano, Caffe, Torch Amazon AI Intelligent Services Powered By Deep Learning
  • 5. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Alexa, Hello!
  • 6. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Extend capabilities with the help of an open environment! Amazon Echo Alexa Skill AWS Lambda Facebook Page
  • 7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Polly Turn text into lifelike speech using deep learning technologies to synthesize speech that sounds like a human voice
  • 8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Lex Conversational interfaces for your applications, powered by the same Natural Language Understanding (NLU) & Automatic Speech Recognition (ASR) models as Alexa
  • 9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Intents A particular goal that the user wants to achieve Utterances Spoken or typed phrases that invoke your intent Slots Data the user must provide to fulfill the intent Prompts Questions that ask the user to input data Fulfillment The business logic required to fulfill the user’s intent BookHotel
  • 10. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Lex AWS LambdaFacebook Page Messenger Slack Channel Amazon DynamoDB
  • 11. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Image Recognitions and Analysis powered by Deep Learning which allows to search, verify and organize millions of images
  • 12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Maple Villa Plant Garden Water Swimming Pool Tree Potted Plant Backyard
  • 13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Demographic Data Facial Landmarks Sentiment Expressed Image Quality Brightness: 25.84 Sharpness: 160 General Attributes
  • 14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon S3 AWS Lambda Amazon API Gateway Amazon DynamoDB Amazon Rekognition Mobile CodeFor.Cloud/image
  • 15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Let’s put it all together into a fun demo!
  • 16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Amazon Polly Sphero Robot AWS IoT Browser Webcam
  • 17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates, All rights reserved. Thank you! Olivier Klein Head of Emerging Technologies, Asia-Pacific, Amazon Web Services @captainklein