In this webinar, you will learn how to easily add Amazon AI services to your own applications. Find out how to access image and video analysis, text to speech, speech to text, translation, natural language processing: all of which are just an API call away. Through code-level demos of Amazon SageMaker, Amazon Translate, Amazon Polly, Amazon Transcribe, Amazon Comprehend, Amazon Rekognition, we'll show you how to quickly get started with these services, with zero AI expertise required.

1. Building Your Smart Applications
with Amazon AI
Julien Simon, AI Evangelist, EMEA
@julsimon
https://medium.com/@julsimon

2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Put Machine Learning in the hands
of every developer and data scientist
Our mission

3. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Application
Services
Platform
Services
Frameworks
&
Infrastructure
API-driven services: Vision & Language Services, Conversational Chatbots
Deploy machine learning models with high-performance machine learning
algorithms, broad framework support, and one-click training, tuning, and
inference.
Develop sophisticated models with any framework, create managed, auto-
scaling clusters of GPUs for large scale training, or run inference on trained
models.

4. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Application
Services
API-driven services: Vision & Language Services, Conversational Chatbots

5. © 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
Text in image
Amazon Rekognition: image content

6. Amazon Rekognition Video: video content

7. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Polly
“Hejsan! Jag
heter Astrid och
läser upp det som
skrivs här.”
Amazon Polly: text to speech

8. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon Translate
Real-time
translation
Powered by deep
learning
12 Language pairs
(more to come)
Language detection

9. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Available in
preview
today
Support for
telephony audio
Timestamp
generation
Intelligent
punctuation and
formatting
Recognize
multiple
speakers
Custom
vocabulary
Multiple
languages
Amazon Transcribe: speech to text

10. Amazon Comprehend: NLP
Discover valuable insights from text
Entities
Key Phrases
Language
Sentiment
Amazon
Comprehend

11. Amazon Comprehend: topic modeling
STORM
WORLD SERIES
STOCK MARKET
WASHINGTON
LIBRARY OF
NEWS ARTICLES *
Amazon
Comprehend

12. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Lex Bots
Salesforce
Microsoft Dynamics
Marketo
Zendesk
Web
Devices
Apps
Facebook Messenger,
Slack,
Amazon
Connect
Mobile
Mobile Hub
integration
Quickbooks
Amazon Lex: chatbots

13. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
DEMO

14. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Platform
Services
Deploy machine learning models with high-performance machine learning
algorithms, broad framework support, and one-click training, tuning, and
inference.

15. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
End-to-End
Machine Learning
Platform
Zero setup Flexible Model
Training
Pay by the second
$
Amazon SageMaker
Build, train, and deploy machine learning models at scale

16. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Highly-optimized
machine learning
algorithms
BuildPre-built
notebook
instances
Amazon SageMaker

17. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Highly-optimized
machine learning
algorithms
One-click training
for ML, DL, and
custom algorithms
BuildPre-built
notebook
instances
Easier training with
hyperparameter
optimization
Train
Amazon SageMaker

18. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
One-click training
for ML, DL, and
custom algorithms
Easier training with
hyperparameter
optimization
Highly-optimized
machine learning
algorithms
Deployment
without
engineering effort
Fully-managed
hosting at scale
BuildPre-built
notebook
instances
Deploy
Train
Amazon SageMaker

19. DEMO

20. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Frameworks
&
Infrastructure
Develop sophisticated models with any framework, create managed, auto-
scaling clusters of GPUs for large scale training, or run inference on trained
models.

21. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Amazon EC2 P3 Instances
• Up to eight NVIDIA Tesla V100 GPUs
• 1 PetaFLOPs of computational performance
– 14x better than P2
• 300 GB/s GPU-to-GPU communication (NVLink)
– 9X better than P2
• 16GB GPU memory with 900 GB/sec peak GPU memory bandwidth
T h e f a s t e s t , m o s t p o w e r f u l G P U i n s t a n c e s i n t h e c l o u d

22. Amazon EC2 C5 instances
AVX 512
72 vCPUs
“Skylake”
144 GiB memory
C5
12 Gbps to EBS
2X vCPUs
2X performance
3X throughput
2.4X memory
C4
36 vCPUs
“Haswell”
4 Gbps to EBS
60 GiB memory
C5: N e xt Ge ne r a t io n
Co m p ut e -O p t im iz e d
I nst a nce s w it h
I nt e l® Xe o n® S ca la b le P r o ce sso r
A WS Co m p ut e o p t im iz e d
inst a nce s sup p o r t t he ne w
I nt e l® A VX-512 a d va nce d
inst r uct io n se t , e na b ling y o u t o
m o r e e f f icie nt ly r un ve ct o r
p r o ce ssing w o r klo a d s w it h
sing le a nd d o ub le f lo a t ing
p o int p r e cisio n, such a s
A I /m a chine le a r ning o r v id e o
p r o ce ssing .

23. AWS Deep Learning AMI
• Easy-to-launch tutorials
• Hassle-free setup and configuration
• Pay only for what you use
• Accelerate your model training and deployment
• Support for popular deep learning frameworks

24. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
A new way to learn
Custom built for deep learning
Broad Framework Support
Deploy models from Amazon SageMaker
Integrated with AWS
Full programmable with AWS Lambda
AWS DeepLens
W o r l d ’ s f i r s t d e e p l e a r n i n g e n a b l e d v i d e o c a m e r a f o r d e v e l o p e r s

25. DEMO

26. FRAMEWORKS AND INTERFACES
PLATFORM SERVICES
APPLICATION SERVICES
Amazon
Rekognition
Amazon Polly Amazon Lex
Democratization of AI
Amazon
Rekognition Video
Amazon Transcribe
Amazon Comprehend
Amazon SageMaker AWS DeepLens Amazon EMR
Deep Learning AMI
Amazon Translate

27. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Resources
https://aws.amazon.com/machine-learning
https://aws.amazon.com/blogs/ai

28. Thank you!
Julien Simon, AI Evangelist, EMEA
@julsimon
https://medium.com/@julsimon