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© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
AWS | Artificial Intelligence
Demystifying AI for the Enterprise
Cynthya Peranandam
Curran O’Brien
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Centerpiece for digital transformation
of digital transformation initiatives
supported by AI in 201940%
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Enterprises are using Machine Learning
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Moving from hype to results
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Ready-made or custom?
Ready made
Cloud-based API Services
Custom
Amazon SageMaker
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Ready-made API services
Put AI to work for your business
Vision
R E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O
T E X T R A C T
Speech
P O L L Y T R A N S C R I B E
A M A Z O N
T R A N S L A T E
C O M P R E H E N D
& C O M P R E H E N D
M E D I C A L
Language Chatbots
L E X F O R E C A S T
Forecasting
P E R S O N A L I Z E
Recommendations
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Put AI to work for your business
Understand the voice of your customer
sentiment analysis | app localization | translation services | transcription services | cataloging media | accessibility
T R A N S C R I B E T R A N S L A T E C O M P R E H E N DR E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Put AI to work for your business
Personalize customer experiences with targeted recommendations
recommendation technology used by Amazon.com | context-aware recommendations
sentiment analysis | VoC analytics
P E R S O N A L I Z E C O M P R E H E N DR E K O G N I T I O N
I M A G E
R E K O G N I T I O N
V I D E O
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Put AI to work for your business
Modernize your contact center to improve customer service
conversational chat bots | call transcription | intelligent routing | sentiment analysis | VoC
analytics text-to speech | multilingual omni-channel communication
P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E X
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Put AI to work for your business
Accurately forecast future business outcomes
forecasting technology used by Amazon.com | multiple time-series data
forecast scheduling & visualization | supply chain integration
F O R E C A S T
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Creating custom ML was too
complicated for developers
1
2
3
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Custom machine learning for your business
Amazon SageMaker
Fast & accurate
data labeling
Built-in, high
performance
algorithms &
notebooks
B U IL D
1
One-click
training and
tuning
TRA IN
Model
optimization
2
Fully managed
hosting with
auto-scaling and
elastic inference
One-click
deployment
DEPL O Y
3
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Driving better
healthcare outcomes
Using Amazon SageMaker, GE Healthcare
developed an ML model that can learn from
thousands of medical scans to detect anomalies
more accurately and efficiently, allowing
radiologists to prioritize patients needing
immediate attention.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Fueling product
innovation
Using Amazon SageMaker, Intuit developed ML
models that can pull a year’s worth of bank
transactions to find deductible business expenses
for customers. Using SageMaker, Intuit reduced
machine learning deployment time by 90%, from 6
months to 1 week.
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Enhancing the
fan experience
One week of NFL games now creates 3TB of data.
NFL uses Amazon SageMaker to analyze
telemetry data to predict plays. Computations
that could take months to refine now take only
weeks or days.
WATCH VIDEO >>
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Plan for success
Connect technology initiatives with business outcomes
Create the loop1.
2. Advance your data strategy
Get your data house in order
3. Enable your teams
Put machine learning in the hands of your developers & data scientists
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Create the loop
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Advance your data strategy
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
3. Enable your teams
AWS AI ECOSYSTEM
A M A Z O N E X P E R T S
A P N C O N S U L T I N G
P A R T N E R S
T R A I N I N G & E D U C A T I O N
S U B J E C T M A T T E R E X P E R T S
D A T A
S C I E N T I S T S
D E V E L O P E R S
INTERNAL
TEAMS
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
3. Enable your teams
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon ML solutions lab
Brainstorming
Custom modeling
Training
Work side-by-side with Amazon experts
Practical education on ML for new & experienced practitioners
Based on the same material used to train Amazon developers
Help getting
started…
AWS machine learning training
© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
aws.ai

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Demystifying Artificial Intelligence for the Enterprise - Virtual Transformation Day Feb 2019

  • 1. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. AWS | Artificial Intelligence Demystifying AI for the Enterprise Cynthya Peranandam Curran O’Brien
  • 2. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Centerpiece for digital transformation of digital transformation initiatives supported by AI in 201940%
  • 3. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved.© 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Enterprises are using Machine Learning
  • 4. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Moving from hype to results
  • 5. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Ready-made or custom? Ready made Cloud-based API Services Custom Amazon SageMaker
  • 6. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Ready-made API services Put AI to work for your business Vision R E K O G N I T I O N I M A G E R E K O G N I T I O N V I D E O T E X T R A C T Speech P O L L Y T R A N S C R I B E A M A Z O N T R A N S L A T E C O M P R E H E N D & C O M P R E H E N D M E D I C A L Language Chatbots L E X F O R E C A S T Forecasting P E R S O N A L I Z E Recommendations
  • 7. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Put AI to work for your business Understand the voice of your customer sentiment analysis | app localization | translation services | transcription services | cataloging media | accessibility T R A N S C R I B E T R A N S L A T E C O M P R E H E N DR E K O G N I T I O N I M A G E R E K O G N I T I O N V I D E O
  • 8. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Put AI to work for your business Personalize customer experiences with targeted recommendations recommendation technology used by Amazon.com | context-aware recommendations sentiment analysis | VoC analytics P E R S O N A L I Z E C O M P R E H E N DR E K O G N I T I O N I M A G E R E K O G N I T I O N V I D E O
  • 9. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Put AI to work for your business Modernize your contact center to improve customer service conversational chat bots | call transcription | intelligent routing | sentiment analysis | VoC analytics text-to speech | multilingual omni-channel communication P O L L Y T R A N S C R I B E T R A N S L A T E C O M P R E H E N D L E X
  • 10. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Put AI to work for your business Accurately forecast future business outcomes forecasting technology used by Amazon.com | multiple time-series data forecast scheduling & visualization | supply chain integration F O R E C A S T
  • 11. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Creating custom ML was too complicated for developers 1 2 3
  • 12. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Custom machine learning for your business Amazon SageMaker Fast & accurate data labeling Built-in, high performance algorithms & notebooks B U IL D 1 One-click training and tuning TRA IN Model optimization 2 Fully managed hosting with auto-scaling and elastic inference One-click deployment DEPL O Y 3
  • 13. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Driving better healthcare outcomes Using Amazon SageMaker, GE Healthcare developed an ML model that can learn from thousands of medical scans to detect anomalies more accurately and efficiently, allowing radiologists to prioritize patients needing immediate attention.
  • 14. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Fueling product innovation Using Amazon SageMaker, Intuit developed ML models that can pull a year’s worth of bank transactions to find deductible business expenses for customers. Using SageMaker, Intuit reduced machine learning deployment time by 90%, from 6 months to 1 week.
  • 15. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Enhancing the fan experience One week of NFL games now creates 3TB of data. NFL uses Amazon SageMaker to analyze telemetry data to predict plays. Computations that could take months to refine now take only weeks or days. WATCH VIDEO >>
  • 16. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Plan for success Connect technology initiatives with business outcomes Create the loop1. 2. Advance your data strategy Get your data house in order 3. Enable your teams Put machine learning in the hands of your developers & data scientists
  • 17. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Create the loop
  • 18. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Advance your data strategy
  • 19. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 3. Enable your teams AWS AI ECOSYSTEM A M A Z O N E X P E R T S A P N C O N S U L T I N G P A R T N E R S T R A I N I N G & E D U C A T I O N S U B J E C T M A T T E R E X P E R T S D A T A S C I E N T I S T S D E V E L O P E R S INTERNAL TEAMS
  • 20. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. 3. Enable your teams
  • 21. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Amazon ML solutions lab Brainstorming Custom modeling Training Work side-by-side with Amazon experts Practical education on ML for new & experienced practitioners Based on the same material used to train Amazon developers Help getting started… AWS machine learning training
  • 22. © 2018, Amazon Web Services, Inc. or its Affiliates. All rights reserved. aws.ai