Cloud intelligence for modern business @ Riga Comm 2019
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Brief overview of Azure Cognitive services (CY 2019 Q3), what you can leverage in building and enhancing your daily workflows. Introduction with some of Intelligent Services in Microsoft Teams and Powerpoint.
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Cloud intelligence for modern business @ Riga Comm 2019
- 1. CLOUD INTELLIGENCE FOR MODERN BUSINESS AIGARS MAČIŅŠ, PRODUCT MANAGER – TECHNICAL RIGA COMM | HUMAN + INTELLIGENT MACHINE 10.10.2019
- 2. AGENDA Why ? What? Microsoft Office How? Azure Cognitive Services Decision Speech Langauge Vision
- 3. Why?
- 4. ” “By 2020, more than 40% of data science tasks will be automated, resulting in increased productivity and broader usage by a new generation of business users called Citizen Data Scientists. Gartner, 2018 https://www.gartner.com/en/newsroom/press-releases/2017-01-16-gartner-says-more-than-40-percent- of-data-science-tasks-will-be-automated-by-2020
- 6. (SOME) INTELLIGENT SERVICES IN MICROSOFT OFFICE 2019 AKA WHAT
- 11. AZURE COGNITIVE SERVICES AKA HOW
- 12. DECISION
- 13. ANOMALY DETECTOR PREVIEW • Monitor business health in real-time • Conduct IoT-remote monitoring • Leverage interactive data analytics
- 14. PERSONALIZER PREVIEW • Deliver rich personalized experiences in your apps • Deploy anywhere, from the cloud to the edge • Understand and easily manage the reinforcement learning loop
- 16. SPEECH
- 17. SPEECH TO TEXT
- 18. TEXT-TO-SPEECH • «Custom» Voice Fonts - en-US, de-DE, it-IT, ch-ZN only • Standard voices - 75 languages (including Baltic ones) • Speech Synthesis Markup Language (SSML) - XML is alive!
- 19. LANGUAGE
- 20. TEXT ANALYTICS
- 21. QNA MAKER
- 22. TRANSLATOR TEXT API • Translate into more than 60 languages • Transliterate • Look up words with the bilingual dictionary • Add online and offline translation support into your Android app [PREVIEW] • Build customized translation systems
- 23. ” “Notably, during the Double 11 Shopping Carnival (Singles Day), there will be tens of thousands of translation requests every minute, making a daily total word count of over 200 billion words Alibaba Cloud on Scale of Machine Translation in E-Commerce, 2018 https://www.alibabacloud.com/blog/translating-100-billion-words-every-day-for-e-commerce-with- alibaba-machine-translation_594114
- 24. LANGUAGE UNDERSTANDING INTELIGENT SERVICE (LUIS.AI)
- 26. VISION
- 27. COMPUTER VISION
- 28. CUSTOM VISION Image Classification - tagging Object Detection - what is inside
- 30. FACE API – VERIFICATION, DETECTION, EMOTIONS
- 31. VIDEO INDEXER
- 33. => FEEDBACK LOOPS HACK @ WORK EXPERIMENT! Off shelf AI .. Happens now Follow best practices and «gotchas» EXPERIMENT! Language / Vision / Speech / Decision
- 35. THANK YOU! AIGARS@MACINS.LV WILL SHARE SLADES ON SLIDESHARE VIA LINKEDIN!
Notes de l'éditeur
- (Why) Acessability (What) Inteligent Services in Microsoft Office (How) Azure Cognitive Services
- Learn more | Container Support
- Learn more
- Detect potential offensive and unwanted images Filter possible profanity and undesirable text Moderate adult and racy content in videos Use built-in review tool for best results Learn more
- Converstion Transcriptions User signiture Voice profiles for speaker recogniton (with multichanel audio) Conversation Transcription is currently available in "en-US" and "zh-CN" in the following regions: centralus and eastasia. https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/language-support Speaker recognition – PREVIEW Speaker verification
- https://azure.microsoft.com/en-us/services/cognitive-services/text-analytics/ https://azure.microsoft.com/en-us/services/cognitive-services/qna-maker/
- https://azure.microsoft.com/en-us/services/cognitive-services/qna-maker/
- https://azure.microsoft.com/en-us/services/cognitive-services/translator-text-api/
- https://azure.microsoft.com/en-us/services/cognitive-services/language-understanding-intelligent-service/
- Analyse images https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/ Now generally available: Read both printed and handwritten text in images Recognize brands, celebrities and landmarks
- https://azure.microsoft.com/en-us/services/cognitive-services/custom-vision-service/ Custom Vision functionality can be divided into two features. Image classification applies one or more labels to an image. Object detection is similar, but it also returns the coordinates in the image where the applied label(s) can be found.
- https://azure.microsoft.com/en-us/services/cognitive-services/ink-recognizer/
- https://azure.microsoft.com/en-us/services/cognitive-services/face/
- https://azure.microsoft.com/en-us/services/media-services/video-indexer/ Mashup of differenet tech stacks, but very comprehensive platform for building things further
- Works only on latin alphabet Great potencial