Successfully reported this slideshow.
We use your LinkedIn profile and activity data to personalize ads and to show you more relevant ads. You can change your ad preferences anytime.

The Race is on: comparing Google and Microsoft's Cognitive Services

2,207 views

Published on

Slides from a Webinar I did for the Cognitive Computing Consortium, including a compare-and-contrast of Google and Microsoft's AI platforms and approaches

Published in: Technology
  • Tired of being scammed? Take advantage of a program that, actually makes you money! ▲▲▲ https://tinyurl.com/y4urott2
       Reply 
    Are you sure you want to  Yes  No
    Your message goes here
  • Be the first to like this

The Race is on: comparing Google and Microsoft's Cognitive Services

  1. 1. Comparing Google and Microsoft’s Cognitive Services The Race Is On June 2017 Jeff Fried CTO, BA Insight
  2. 2. The Cognitive Arms Race
  3. 3. Agent Bots Cognitive Machine Learning Augmented Reality Microsoft Cortana Bot Framework Cognitive Services - Vision - Speech - Language - Knowledge - Search - Labs Azure ML Cognitive Toolkit Hololens Google Google Assistant API.AI Cloud Vision API Cloud Video Intelligence Cloud Speech API Cloud Natural Language API Google Knowledge Graph Google Custom Search ML Advanced Solutions Lab Cloud ML Engine TensorFlow Glass at Work Daydream/Tango IBM Watson Virtual Agent Watson Conversation Watson APIs - Vision - Speech - Language - Data Insights Watson ML Service Apache SystemML Amazon Alexa Amazon Lex Rekognition Polly Amazon ML Apple Siri SiriKit Speech Core ML ARKit Facebook Facebook M ParlAI FastText CommAI Torch Oculus Rift The Cognitive Arms Race Today, we’ll focus on Microsoft and Google events/messages; cognitive services; example project; DX
  4. 4. BA Insight Confidential
  5. 5. BA Insight Confidential
  6. 6. Agent Applications Services Infrastructure Microsoft AI Portfolio Cortana Office 365 Dynamics 365 SwiftKey Pix Customer Service and Support Bot Framework Cognitive Services Cortana Intelligence Cognitive Toolkit Azure Machine Learning Azure N Series FPGA People
  7. 7. Microsoft Cognitive Services Give your apps a human side
  8. 8. Image Classifier and Search project libraries and issue detection Search Visualization Workflow
  9. 9. Sales Assistant: Logical Architecture Client App/Device CRIS Voice to Text LUIS Semantics Extraction Web Service App/API Data Sources Text to Speech ML Studio Service EndPoints Power BI Bot FX SQL Server or DW Document Db Key/ValueGraph Db Table Store BLOB Microsoft Azure Voice Data Text + Tabular Data & Power BI Visuals Human User Voice Capture Polyglot
  10. 10. The Cognitive Arms Race: focus is now on winning developers
  11. 11. ▪ → ▪ → ▪ → Observations/Recommendations
  12. 12. Contact: @jefffried Jeff.Fried@BAinsight.com www.BAinsight.com Discussion/Q&A
  13. 13. Background slides
  14. 14. Agent Bots Cognitive Machine Learning Augmented Reality Microsoft Cortana Bot Framework Cognitive Services - Vision - Speech - Language - Knowledge - Search - Labs Azure ML Cognitive Toolkit Hololens Google Google Assistant API.AI Cloud Vision API Cloud Video Intelligence Cloud Speech API Cloud Natural Language API Google Knowledge Graph Google Custom Search ML Advanced Solutions Lab Cloud ML Engine TensorFlow Glass at Work Daydream/Tango IBM Watson Virtual Agent Watson Conversation Watson APIs - Vision - Speech - Language - Data Insights Watson ML Service Apache SystemML Amazon Alexa Amazon Lex Rekognition Polly Amazon ML Apple Siri SiriKit Speech Core ML ARKit Facebook Facebook M ParlAI FastText CommAI Torch Oculus Rift The Cognitive Arms Race
  15. 15. Content Content Processing Search Index Search UI ML applied to search Query Processing Learning about content structure Learning about user intent Analytics Behavioral data to drive learning Learning to rank
  16. 16. ▪ – ▪ – ▪ – BA Insight Approach Connectivity Classification Applications Analytics Search Engines Environments
  17. 17. Quickstart guide Graph data Get curious – ask a question See some results – how well did it go Pick a common ML tool and sample data Disease or not disease? MicrosoftML
  18. 18. Option A – Prebuilt Solutions  Cognitive Services API  Azure Gallery
  19. 19. Option B – Manual Solutions  Microsoft R Server  Azure Machine Learning Studio
  20. 20. Option B – Manual Solutions (cont’d)  Cognitive Toolkit Tensor Flow

×