AWS DevDay 2017

September 7, 2017 · coding

Attended AWS DevDay 2017 Melbourne. This is a summary of what I learned today.

Keywords

• IoT, GreenGrass, offline/local/edge
• Artificial Intelligence
• Cloud Developer / embedded developer
• Serverless

Artificial Intelligence

• Machine Learning and Deep Learning
• Amazon Rekognition, Amazon Polly, and Amazon Lex.
• Machine Learning will become the new normal and essentially part of the product or service
• Feedback loop inherently developed into interfaces and services.
• Train model in the Cloud, Run model at the Edge

• Example
  • Unlock with your face
    • Cognito (JWT),
    • Rekognition
    • Lambda
    • Amazon API Gateway
  • Lex Bank Teller
    • Lex Bot Structure
      • Intents
      • Utterances
      • Slots
      • Fulfilment
    • Smart Teller
      • Face detection & face recognition
        • Face detection with OpenCV library
      • Hot Word
        • GitHub – Kitt-AI/snowboy: DNN based hotword and wake word detection toolkit
      • Silence
        • SoX
      • Streaming of audio capture in live-time to reduce latency
        • AWS IoT
      • NLU powered by Lex

IoT

• AWS Greengrass – Embedded Lambda Compute in Connected Devices – Amazon Web Services
  • run local compute, messaging, data caching, and sync capabilities for connected devices in a secure way.
  • AWS IoT Device Shadows
• Lambda Edge
• AWS Step Functions – Coordinate Microservices using Visual Workflows
• Raspberry Pi – Teach, Learn, and Make with Raspberry Pi

Future Developer Model

• Front (UX design/Developer)
• Back(Cloud Developer)
  • Enrich and process collected data,
  • build companion apps and integrations
• Embed(embedded developer)
  • Program devices with local logic
  • integrate with hardware sensors and actuators

Asynchronous Models

• Publish/Subscribe
• Queues
• Distributed Computing
• Node.js
• Functional Programming
• Event Driven Architecture

Serverless

Now become a normal structure( there’s no topic for it now!).

Other

• Cognito
• Amazon API Gateway

Idea & Inspiration

• Offline Store traffic/campaign tracking & measurement.
• Auto Highlighting & Focusing On Stage.

Photos of Melbourne