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© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
© 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
Internet of Things
and Machine Learning on AWS
Alex Coqueiro
Solution Architecture Team
Public Sector Canada, Latin America & Caribbean
May 10th, 2017
@alexbcbr
INTERNET OF THINGS (IOT)
Economic impact is estimated to be up to $11T by 2025
• Large quantities of data to be analyzed and processed
• Every industry vertical and domain expected to be impacted
26 Billion connected units will be installed by 2020
Key Factors:
• Lower price point of sensors, processors and networking
• Increased connectivity
• Reducing cost of data storage and compute
https://www.gartner.com/doc/3086918/market-guide-iot-platforms
http://www.mckinsey.com/insights/business_technology/the_internet_of_things_the_value_of_digitizing_the_physical_world
Healthcare
and Life
Sciences
Smart Cities Smart Home Retail
Manufacturing,
Logistics & Supply
Chain
Agriculture Education Automotive
Part One: What We’re Building
Business Use Case
Sensor Data
Part Two: How We’re
Collecting Data
AWS IoT
AWS IoT
Select an AWS IoT Device SDK
• Based on open standards like Eclipse Paho
• C
• iOS (Swift)
• Android
• Node.js
• Python
• Java
Python Example using AWS IoT Device SDK
# Init AWSIoTMQTTClient
privateKey
# Connect and subscribe to AWS IoT
”$aws/things/wheel-1”
# Publish to the same topic
"temperature”: 10, ...
“$aws/things/wheel-1” iotdata
Part Three: Data Visualization
AWS IoT Rules Engine
What is a rule?
• ruleName: human-readable name
• sql: e.g. SELECT * FROM ‘topic’
• actions:
• action 1:
• action 2:
ElasticSearch Integration
Part Four: Accident Prediction
Machine learning
Machine learning is the technology that
automatically finds patterns in your data and
uses them to make predictions for new data
points as they become available
Amazon Artificial Intelligence (AI)
Amazon Machine Learning
Easy to use, managed machine learning
service built for developers
Robust, powerful machine learning
technology based on Amazon’s internal
systems
Create models using your data already
stored in the AWS cloud
Deploy models to production in seconds
Amazon ML Predict Function
AWS IoT
Data Source
Smart Devices
Intel Edison
Public
Data Sets
Users
Data Retrieval Data Processing Data VisualizationData Output
Amazon
ElasticSearch Service
Summary
Amazon Polly
AWS Lambda
Amazon
Machine Learning
Amazon
Echo
Thank You !
Alex Coqueiro
Solution Architecture Team
Public Sector Canada, Latin America & Caribbean
May 10th, 2017
@alexbcbr

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Machine Learning and IOT on the AWS Cloud

  • 1. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved.
  • 2. © 2017, Amazon Web Services, Inc. or its Affiliates. All rights reserved. Internet of Things and Machine Learning on AWS Alex Coqueiro Solution Architecture Team Public Sector Canada, Latin America & Caribbean May 10th, 2017 @alexbcbr
  • 3. INTERNET OF THINGS (IOT) Economic impact is estimated to be up to $11T by 2025 • Large quantities of data to be analyzed and processed • Every industry vertical and domain expected to be impacted 26 Billion connected units will be installed by 2020 Key Factors: • Lower price point of sensors, processors and networking • Increased connectivity • Reducing cost of data storage and compute https://www.gartner.com/doc/3086918/market-guide-iot-platforms http://www.mckinsey.com/insights/business_technology/the_internet_of_things_the_value_of_digitizing_the_physical_world
  • 4. Healthcare and Life Sciences Smart Cities Smart Home Retail Manufacturing, Logistics & Supply Chain Agriculture Education Automotive
  • 5.
  • 6. Part One: What We’re Building
  • 9. Part Two: How We’re Collecting Data
  • 12. Select an AWS IoT Device SDK • Based on open standards like Eclipse Paho • C • iOS (Swift) • Android • Node.js • Python • Java
  • 13. Python Example using AWS IoT Device SDK # Init AWSIoTMQTTClient privateKey # Connect and subscribe to AWS IoT ”$aws/things/wheel-1” # Publish to the same topic "temperature”: 10, ... “$aws/things/wheel-1” iotdata
  • 14. Part Three: Data Visualization
  • 15. AWS IoT Rules Engine
  • 16. What is a rule? • ruleName: human-readable name • sql: e.g. SELECT * FROM ‘topic’ • actions: • action 1: • action 2:
  • 18.
  • 19. Part Four: Accident Prediction
  • 20. Machine learning Machine learning is the technology that automatically finds patterns in your data and uses them to make predictions for new data points as they become available
  • 21.
  • 23. Amazon Machine Learning Easy to use, managed machine learning service built for developers Robust, powerful machine learning technology based on Amazon’s internal systems Create models using your data already stored in the AWS cloud Deploy models to production in seconds
  • 24. Amazon ML Predict Function
  • 25. AWS IoT Data Source Smart Devices Intel Edison Public Data Sets Users Data Retrieval Data Processing Data VisualizationData Output Amazon ElasticSearch Service Summary Amazon Polly AWS Lambda Amazon Machine Learning Amazon Echo
  • 26. Thank You ! Alex Coqueiro Solution Architecture Team Public Sector Canada, Latin America & Caribbean May 10th, 2017 @alexbcbr