AWS AI Services 101 Code: https://github.com/debnsuma/aws_ai_101

1. Suman Debnath
Principal Developer Advocate
Artificial Intelligence with AWS
@_sumand

2. Amazon’s ML Innovation
@_sumand

3. ML @ AWS
OUR MISSION
Put machine learning in the
hands of every developer
and data scientist
@_sumand

4. Deep Learning
AMIs & Containers
GPUs and
CPUs
Inferentia
Elastic
Inference
FPGA
N EW! N EW! N EW!M L F R A M E W O R K S
& I N F R A S T R U C T U R E
The broadest and most complete set of machine learning capabilities
@_sumand

5. Ground Truth
data labelling
ML
Marketplace
SageMaker Studio IDE
SageMaker
Notebooks
SageMaker
Experiments
SageMaker
Debugger
SageMaker
Autopilot
SageMaker
Model Monitor
Model
training
Model
tuning
Model
hosting
Built-in
algorithms
SageMaker
Neo
N EW!
N E W !
N EW! N EW!N EW!
Deep Learning
AMIs & Containers
GPUs and
CPUs
Inferentia
Elastic
Inference
FPGA
N EW!
N EW! N EW! N EW!
A M A Z O N
S A G E M A K E R
M L F R A M E W O R K S
& I N F R A S T R U C T U R E
The broadest and most complete set of machine learning capabilities
@_sumand

6. Amazon
Rekognition
Amazon
Personalize
Amazon
Textract
Amazon
Comprehend
Amazon
Translate
Amazon
Polly
Amazon
Transcribe
+ Medical
Amazon
Lex
V I S I O N T E X T C H A T B O T SS P E E C H P E R S O N A L I Z A T I O N
Ground Truth
data labelling
ML
Marketplace
SageMaker Studio IDE
SageMaker
Notebooks
SageMaker
Experiments
SageMaker
Debugger
SageMaker
Autopilot
SageMaker
Model Monitor
Model
training
Model
tuning
Model
hosting
Built-in
algorithms
SageMaker
Neo
N EW!
N E W !
N EW! N EW!N EW!
Deep Learning
AMIs & Containers
GPUs and
CPUs
Inferentia
Elastic
Inference
FPGA
N EW!
N EW! N EW! N EW!
A M A Z O N
S A G E M A K E R
M L F R A M E W O R K S
& I N F R A S T R U C T U R E
A I S E R V I C E S
Amazon
Forecast
F O R E C A S T I N G
The broadest and most complete set of machine learning capabilities
@_sumand

7. Amazon Rekognition
Deep learning-based image & video analysis
@_sumand

8. Object & Scene Detection
@_sumand

9. Facial Analysis
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10. Amazon Polly
“The temperature
in Kolkata is 29°C”
“The temperature
in Kolkata is 29 degrees
Celsius”
Amazon Polly
Text in; lifelike speech out
Key Features
• 60+ Voices
• 25+ Languages
• Fine-grained Voice Control
• Custom Vocabularies
@_sumand

11. Amazon Comprehend
Extract insights from text
Amazon.com, Inc. is located in
Seattle, WA and was founded
July 5th, 1994 by Jeff Bezos. Our
customers love buying everything
from books to blenders at great
prices
Named Entities
- Amazon.com: Organization
- Seattle, WA: Location
- July 5th,1994: Date
- Jeff Bezos: Person
Keyphrases
- Our customers
- books
- blenders
- great prices
Sentiment
Positive
Language
English
@_sumand

12. Ok, enough lecture, can we see the CODE please !

13. Where to START
@_sumand

14. Partnerships
with MOOCs
AWS DeepRacer
Reinforcement
Learning
Hands-on learning
AWS DeepLens
Deep Learning
Training + certification
AWS ML Training
and Certification
AWS DeepComposer
Generative AI
@_sumand

16. Thank You
Suman Debnath
Principal Developer Advocate
ml.aws
@_sumand