TDC2016POA | Trilha IoT - Desenvolvendo Coisas Colaborativas

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GE engines installed on Boeing 787s generate 1 terabyte of daily information. AWS IoT connects devices, authenticates them, and allows them to exchange messages via rules and services. Amazon Kinesis offers streaming data services to easily load and analyze data. AWS Lambda allows event-driven, serverless computing billed by the second. Machine learning algorithms like random forests are commonly used for classification problems and outperform other methods. Computers that can learn have wonderful and terrifying implications.

Education

Desenvolvendo
Coisas Colaborativas
Julio M. Faerman
@jmfaerman

Marco Annunziata | General Electric | The Industrial Internet

Marco Annunziata | TED Welcome to the age of the industrial internet

Behind GE's Vision For The Industrial Internet Of Things
"Every pair of GEnx engines, which are installed on Boeing's new
787 Dreamliner, generate a terabyte of information every day."

AWS IoT
DEVICE SDK
Set of client libraries to
connect, authenticate and
exchange messages
DEVICE GATEWAY
Communicate with devices via
MQTT and HTTP
AUTHENTICATION
AUTHORIZATION
Secure with mutual
authentication and encryption
RULES ENGINE
Transform messages
based on rules and
route to AWS Services
AWS Services
- - - - -
3P Services
DEVICE SHADOW
Persistent thing state
during intermittent
connections
APPLICATIONS
AWS IoT API
DEVICE REGISTRY
Identity and Management of
your things

Joe Inzerillo | MLBAM | re:Invent 2014 keynote

Amazon Kinesis
Streams
• For Technical
Developers
• Build your own custom
applications that
process or analyze
streaming data
Amazon Kinesis
Firehose
• For all developers, data
scientists
• Easily load massive
volumes of streaming
data into S3 and
Redshift
Amazon Kinesis
Analytics
• For all developers,
data scientists
• Easily analyze data
streams using
standard SQL queries
Amazon Kinesis: Streaming data made easy
Services make it easy to capture, deliver and process streams on AWS

AWS Lambda – Benefits
EVENT-DRIVEN SCALESERVERLESS SUBSECOND BILLING
“All computers wait at the same speed.”

Erik Brynjolfsson: The key to growth? Race with the machines

Shyam Sankar: The rise of human-computer cooperation
2005

P.W. Singer: Military robots and the future of war
TODAY

P.W. Singer: Military robots and the future of war

Scikit-Learn
Random Forest
Kaggle #1 Benchmark AML
Multi-class
Logarithmic Loss
1.50241 0.38899 0.63462

Jeremy Howard: The wonderful and terrifying implications of
computers that can learn

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TDC2016POA | Trilha IoT - Desenvolvendo Coisas Colaborativas

1. Desenvolvendo Coisas Colaborativas Julio M. Faerman @jmfaerman

2. Marco Annunziata | General Electric | The Industrial Internet

3. Marco Annunziata | TED Welcome to the age of the industrial internet

4. Behind GE's Vision For The Industrial Internet Of Things "Every pair of GEnx engines, which are installed on Boeing's new 787 Dreamliner, generate a terabyte of information every day."

5. Live Analytics

6. AWS IoT DEVICE SDK Set of client libraries to connect, authenticate and exchange messages DEVICE GATEWAY Communicate with devices via MQTT and HTTP AUTHENTICATION AUTHORIZATION Secure with mutual authentication and encryption RULES ENGINE Transform messages based on rules and route to AWS Services AWS Services - - - - - 3P Services DEVICE SHADOW Persistent thing state during intermittent connections APPLICATIONS AWS IoT API DEVICE REGISTRY Identity and Management of your things

7. Joe Inzerillo | MLBAM | re:Invent 2014 keynote

8. Joe Inzerillo | MLBAM | re:Invent 2014 keynote

9. Amazon Kinesis Streams • For Technical Developers • Build your own custom applications that process or analyze streaming data Amazon Kinesis Firehose • For all developers, data scientists • Easily load massive volumes of streaming data into S3 and Redshift Amazon Kinesis Analytics • For all developers, data scientists • Easily analyze data streams using standard SQL queries Amazon Kinesis: Streaming data made easy Services make it easy to capture, deliver and process streams on AWS

10. AWS Lambda – Benefits EVENT-DRIVEN SCALESERVERLESS SUBSECOND BILLING “All computers wait at the same speed.”

11. Erik Brynjolfsson: The key to growth? Race with the machines

12. 1997

13. Shyam Sankar: The rise of human-computer cooperation 2005

14. P.W. Singer: Military robots and the future of war TODAY

15. P.W. Singer: Military robots and the future of war

16. Scikit-Learn Random Forest Kaggle #1 Benchmark AML Multi-class Logarithmic Loss 1.50241 0.38899 0.63462

17.

18. Jeremy Howard: The wonderful and terrifying implications of computers that can learn

19.

20.

21. http://aws.amazon.com/training http://aws.amazon.com/training

22. Obrigado! Julio M. Faerman @jmfaerman

TDC2016POA | Trilha IoT - Desenvolvendo Coisas Colaborativas

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