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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Adrian Hornsby, Technical Evangelist
@adhorn
Innovations and the cloud
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
• Technical Evangelist, Developer Advocate,
… Software Engineer
• Own bed in Finland
• Previously:
• Solutions Architect @AWS
• Lead Cloud Architect @Dreambroker
• Director of Engineering, Software Engineer, DevOps, Manager, ... @Hdm
• Researcher @Nokia Research Center
• and a bunch of other stuff.
• Climber, like Ginger shots.
@adhorn
1879
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
4 September 1882
The Pearl Street Generating Station
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
4 September 1882
The Pearl Street Generating Station
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The lightbulb was a product of networked
innovations, all linked together to create the
magic of electric light.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
How would you reinvent the
lightbulb today?
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
http://bit.ly/adhornlightbulb
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS IoT IoT
shadow
Amazon
Cognito
MQTT over WebSockets
AWS
LambdaAlexa
Amazon
S3
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
What is the real power of the cloud?
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Abstract complex problems into
easy to use services.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
90+ of them …
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Artificial Intelligence
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The (60 years) rise of Artificial Intelligence
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Frank Rosenblatt, 1957
PERCEPTRON
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Paul Werbos, 1975
BACKPROPAGATION
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Artificial Neural Network
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The curse of dimensionality
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Advent of AI & Deep Learning
Algorithms
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Advent of AI & Deep Learning
Data
Algorithms
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Advent of AI & Deep Learning
Data
GPUs
& Acceleration
Algorithms
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Advent of AI & Deep Learning
Data
GPUs
& Acceleration
Cloud
Computing
Algorithms
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Advent of AI & Deep Learning
Data
GPUs
& Acceleration
Cloud
Computing
Algorithms
AWS
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon AI
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AI and Deep Learning In The Hands Of Every Developer
More AI Is Built on AWS Than Anywhere Else
More AI Is Built on AWS Than Anywhere Else
Computer Vision
Recommendation Engines
Natural Language Processing
Deep Learning for
Computer Vision
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Early detection of diabetic
complications
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
FDA-approved
medical imaging
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Autonomous Driving Systems
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon
Rekognition
Object and scene detection
Facial analysis
Face comparison
Celebrity recognition
Image moderation
Amazon Rekognition: Images In, Rich Metadata
Out
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Object & Scene Detection
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Facial Analysis
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Rekognition Customers
• Digital Asset Management
• Media and Entertainment
• Travel and Hospitality
• Influencer Marketing
• Systems Integration
• Digital Advertising
• Consumer Storage
• Law Enforcement
• Public Safety
• eCommerce
• Education
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Deep Learning for
Natural Language
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
The Advent Of Conversational Interactions
1st Gen: Machine-oriented
interactions
2nd Gen: Control-oriented
& translated
3rd Gen:
Intent-oriented
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Speech Recognition & Natural
Language Understanding
Amazon Lex
Automatic Speech Recognition
Natural Language Understanding
“What’s the weather
forecast?”
Weather
Forecast
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Speech Recognition & Natural
Language Understanding
Amazon Lex
Automatic Speech Recognition
Natural Language Understanding
“What’s the weather
forecast?”
“It will be sunny
and 25°C”
Weather
Forecast
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Polly: Text In, Life-like Speech Out
Amazon Polly
“Today in Seattle, WA
it’s 11°F”
“Today in Seattle Washington
it’s 11 degrees Fahrenheit”
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
“With Amazon Polly our users benefit from
the most lifelike Text-to-Speech voices
available on the market.”
Severin Hacker
CTO, Duolingo
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Deep Learning for
Recommendation
Engines
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Binary classification
(Logistic regression)
Multi-category classification
(Multinomial logistic regression)
Regression
(Linear regression)
Amazon ML Supervised Learning Algorithms
The Future
Data
GPUs
& Acceleration
Cloud
Computing
Algorithms
AWS
AWS Pace of Innovation
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Leveraging
the Cloud
Fast Prototyping
& Building
The Future Is
Always In The
Making.
@adhorn

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  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Adrian Hornsby, Technical Evangelist @adhorn Innovations and the cloud
  • 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. • Technical Evangelist, Developer Advocate, … Software Engineer • Own bed in Finland • Previously: • Solutions Architect @AWS • Lead Cloud Architect @Dreambroker • Director of Engineering, Software Engineer, DevOps, Manager, ... @Hdm • Researcher @Nokia Research Center • and a bunch of other stuff. • Climber, like Ginger shots. @adhorn
  • 3.
  • 5. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 4 September 1882 The Pearl Street Generating Station
  • 6. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 4 September 1882 The Pearl Street Generating Station
  • 7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The lightbulb was a product of networked innovations, all linked together to create the magic of electric light.
  • 8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. How would you reinvent the lightbulb today?
  • 9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. http://bit.ly/adhornlightbulb
  • 10. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS IoT IoT shadow Amazon Cognito MQTT over WebSockets AWS LambdaAlexa Amazon S3
  • 11. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. What is the real power of the cloud?
  • 12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Abstract complex problems into easy to use services.
  • 13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 90+ of them …
  • 14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Artificial Intelligence
  • 16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The (60 years) rise of Artificial Intelligence
  • 17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Frank Rosenblatt, 1957 PERCEPTRON
  • 18. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Paul Werbos, 1975 BACKPROPAGATION
  • 19. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Artificial Neural Network
  • 20. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The curse of dimensionality
  • 21. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Advent of AI & Deep Learning Algorithms
  • 22. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Advent of AI & Deep Learning Data Algorithms
  • 23. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Advent of AI & Deep Learning Data GPUs & Acceleration Algorithms
  • 24. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Advent of AI & Deep Learning Data GPUs & Acceleration Cloud Computing Algorithms
  • 25. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Advent of AI & Deep Learning Data GPUs & Acceleration Cloud Computing Algorithms AWS
  • 26. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 27. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 28. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 29. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 30. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon AI
  • 31. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AI and Deep Learning In The Hands Of Every Developer
  • 32. More AI Is Built on AWS Than Anywhere Else
  • 33. More AI Is Built on AWS Than Anywhere Else
  • 36. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Early detection of diabetic complications
  • 37. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. FDA-approved medical imaging
  • 38. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Autonomous Driving Systems
  • 39. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 40. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Object and scene detection Facial analysis Face comparison Celebrity recognition Image moderation Amazon Rekognition: Images In, Rich Metadata Out
  • 41. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Object & Scene Detection
  • 42. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Facial Analysis
  • 43. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon Rekognition Customers • Digital Asset Management • Media and Entertainment • Travel and Hospitality • Influencer Marketing • Systems Integration • Digital Advertising • Consumer Storage • Law Enforcement • Public Safety • eCommerce • Education
  • 44. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Deep Learning for Natural Language
  • 45. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. The Advent Of Conversational Interactions 1st Gen: Machine-oriented interactions 2nd Gen: Control-oriented & translated 3rd Gen: Intent-oriented
  • 46.
  • 47. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 48. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Speech Recognition & Natural Language Understanding Amazon Lex Automatic Speech Recognition Natural Language Understanding “What’s the weather forecast?” Weather Forecast
  • 49. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Speech Recognition & Natural Language Understanding Amazon Lex Automatic Speech Recognition Natural Language Understanding “What’s the weather forecast?” “It will be sunny and 25°C” Weather Forecast
  • 50.
  • 51.
  • 52. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Polly: Text In, Life-like Speech Out Amazon Polly “Today in Seattle, WA it’s 11°F” “Today in Seattle Washington it’s 11 degrees Fahrenheit”
  • 53. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. “With Amazon Polly our users benefit from the most lifelike Text-to-Speech voices available on the market.” Severin Hacker CTO, Duolingo
  • 54. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 55. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Deep Learning for Recommendation Engines
  • 56. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 57. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 58. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Binary classification (Logistic regression) Multi-category classification (Multinomial logistic regression) Regression (Linear regression) Amazon ML Supervised Learning Algorithms
  • 59.
  • 62. AWS Pace of Innovation
  • 63. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Leveraging the Cloud Fast Prototyping & Building
  • 64. The Future Is Always In The Making. @adhorn