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Google Cloud Next ‘18

wrap up

(ML/IoT)

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Who am I

  • nagachika (@nagachika, id:nagachika)
  • Groovenauts, Inc.
  • Fukuoka.rb organizer
  • GCPUG Fukuoka
  • TFUG Fukuoka organizer (← NEW)

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Google Cloud Next 2018

  • Google Kubernetes Engine on Premises
  • GKE Serverless add-on
  • Knative
  • Full Managed Istio
  • Stackdriver Service Monitoring
  • Pertnering with SAP
  • Serverless Containers on Cloud Functions
  • New App Engine Runtime(Python 3, Node.js 8)
  • Cloud Functions GA
  • Cloud Build
  • GCE Resource based pricing
  • Shielded VM
  • GCP support for Oracle workload
  • Integrate Firebase console
  • Cloud Bigtable multi-zone replication
  • G Suite Security Cener
  • Titan Key
  • Jumboard
  • Hangouts Meet hardware
  • Auto ML Vision become open beta
  • Auto ML Natural Language (beta)
  • Auto ML Translation (beta)
  • BigQuery ML (beta)
  • BigQuery Clustering (beta)
  • BigQuery GIS (public alpha)
  • BigQuery connector to Spreadsheet
  • DataStudio Explorer
  • Contact Center AI (alpha)
  • TPU Pod and TPU v3 on Cloud TPU (alpha)
  • sklean & XGBoost on ML Engine
  • Partnering with Iron Mountain
  • Edge TPU
  • Cloud IoT Edge (alpha)
  • ...

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Nawatobi

https://www.youtube.com/watch?v=vJ9OaAqfxo4

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Topics

  • Serverless and Containers
  • AI & Machine Learning
  • Data Analytics
  • IoT
  • Working Style (GSuite, Maps)
  • Security

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Topics

  • Serverless and Containers
  • AI & Machine Learning
  • Data Analytics
  • IoT
  • Working Style (GSuite, Maps)
  • Security

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Topics

  • Serverless and Containers
  • AI & Machine Learning
  • Data Analytics
  • IoT
  • Working Style (GSuite, Maps)
  • Security

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Auto ML Vision became public beta

https://www.youtube.com/watch?v=vJ9OaAqfxo4

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Auto ML New Line-up

https://www.youtube.com/watch?v=vJ9OaAqfxo4

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Auto ML Vision & Natural Language Demo

https://youtu.be/_a9VyXhPnrM?t=31

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BigQuery ML

https://medium.com/google-cloud-jp/bigquery-mlの線形回帰で電力需要予測やってみた-fd211a8a4ded

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Contact Center AI

  • Integrated Architecture based on Dialogflow Enterprise?
  • Virtual Assistant
  • Conversation Context
  • Duplex? (share underlining components)
  • Concrete components and features are under the hood

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AI enhancing humanity

https://www.youtube.com/watch?v=vJ9OaAqfxo4

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ML & IoT

https://www.youtube.com/watch?v=XiGBWpxc6Lc

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Edge TPU

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ML & IoT

  • Edge TPU
    • Low cost, Low watt hardware acceleration chip for ML model inference
  • Edge TPU System on Module / Development kit coming October
    • Can we get these board in Japan? (can they have ?)
  • Cloud IoT Edge
    • Edge IoT Core: Libraries for Cloud IoT Core?
    • Edge ML: TensorFlow Lite based ML model runtime

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ML & IoT

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My recommended session

  • Your Apps Can Talk! Introducing Cloud Text-to-Speech, Powered by WaveNet Technology”
    • https://www.youtube.com/watch?v=kJJANxQNedo
  • Recognize Speech like Google does: Cloud Speech-to-Text Advanced Features
    • https://www.youtube.com/watch?v=jOYzvq5dBrQ

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Google Cloud Next ‘18 SF

  • Some more topics
    • ML Ops
    • CI for ML
    • TensorFlow Serving/TFX