SlideShare a Scribd company logo
About
1. CEO DevRain Solutions
2. CTO DonorUA
3. Microsoft Regional Director
4. Microsoft Artificial Intelligent MVP
5. Ph.D. in Computer Science
AI versus Human
1. (1997) Deep Blue versus Garry Kasparov (3½–2½)
Deep Blue wins!
2. (2016) Google’s AlphaGo versus Lee Sedol (4-1)
AlphaGo wins!
3. (2017) Google’s AlphaGo versus Ke Jie (3-0)
AlphaGo wins!
TayTweets
Microsoft AI
1. Cognitive Services
2. Bot platform
3. Deep learning (Microsoft
Cognitive Toolkit)
4. Data and analytics platform
Azure Cognitive Services
APIs:
1. Translator Speech API
2. Speaker Recognition API
PREVIEW
3. Bing Speech API
4. Custom Speech Service
PREVIEW
Speech
Processing spoken language in your
applications.
Azure Cognitive Services
APIs:
1. Language Understanding
Intelligent Service
PREVIEW
2. Text Analytics API
PREVIEW
3. Bing Spell Check API
4. Translator Text API
5. Web Language Model API
PREVIEW
6. Linguistic Analysis API
PREVIEW
Language
Allow your apps to process natural
language, evaluate sentiment and topics,
and learn how to recognize what users
want.
Linguistic Analysis API
Explore the structure of your text.
Azure Cognitive Services
APIs:
1. Recommendations API
PREVIEW
2. Academic Knowledge API
PREVIEW
3. Knowledge Exploration
Service PREVIEW
4. QnA Maker API PREVIEW
5. Entity Linking Intelligence
Service API PREVIEW
6. Custom Decision Service
PREVIEW
Knowledge
Map complex information and data in
order to solve tasks such as intelligent
recommendations and semantic search.
Azure Cognitive Services
APIs:
1. Bing Autosuggest API
2. Bing Image Search API
3. Bing News Search API
4. Bing Video Search API
5. Bing Web Search API
6. Bing Custom Search
PREVIEW
7. Bing Entity Search API
PREVIEW
Search
Make your apps, webpages, and other
experiences smarter and more engaging
with the Bing Search APIs.
Azure Cognitive Services
APIs:
1. Computer Vision API
2. Face API
3. Content Moderator
4. Emotion API PREVIEW
5. Video API PREVIEW
6. Custom Vision Service
PREVIEW
7. Video Indexer PREVIEW
Vision
State-of-the-art image processing
algorithms help you moderate content
automatically and build more personalized
apps by returning smart insights about
faces, images, and emotions.
Emotion API
Analyze faces to detect a range of feelings.
Face verification
Check the
likelihood that
two faces
belong to the
same person.
Video API
Detect and track faces.
Azure Cognitive Services
Projects:
1. Project Prague
Gesture based controls
2. Project Johannesburg
Route logistics
3. Project Abu Dhabi
Distance matrix
4. Project Nanjing
Isochrones calculations
5. Project Cuzco
Event associated with
Wikipedia entries
6. Project Wollongong
Location insights
Labs
Take an early look at emerging Cognitive
Services technologies. Early adopters who
do not need market-ready technology can
discover, try and provide feedback on new
Cognitive Services technologies before
they are generally available.
Complete Bot Architecture
Named Entity Recognition
Named Entity Recognition
Language Understanding Intelligent Service
https://www.luis.ai
Data and analytics platform
Cortana
Personal digital assistant.
FITBIT SKILL FOR
CORTANA:
“Hey Cortana, ask Fitbit how
many steps I've taken.”
Cortana + Amazon Alexa
Available later this year, this
collaboration will allow you to
access Alexa via Cortana on
Windows 10 PCs, followed by
Android and iOS in the future.
Conversely, you’ll be able to
access Cortana on Alexa-
enabled devices like the Amazon
Echo, Echo Dot and Echo Show.
Azure Machine Learning Studio
Azure Machine
Learning Studio is
a collaborative,
drag-and-drop
tool you can use
to build, test, and
deploy predictive
analytics solutions
on your data.
Azure ML Capabilities
• Anomaly Detection
• Classification
• Clustering
• Recommendation
• Regression
• Statistical Functions
• Text Analytics
• OpenCV Library
https://docs.microsoft.com/en-us/azure/machine-learning/machine-
learning-studio-overview-diagram
Q&A
Oleksandr Krakovetskyi
CEO, DevRain Solutions
alex.krakovetskiy@devrain.com
@sashaeve

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.NET Fest 2017. Олександр Краковецький. Інструменти та технології Microsoft в сфері штучного інтелекту та машинного навчання

  • 1.
  • 2. About 1. CEO DevRain Solutions 2. CTO DonorUA 3. Microsoft Regional Director 4. Microsoft Artificial Intelligent MVP 5. Ph.D. in Computer Science
  • 3.
  • 4. AI versus Human 1. (1997) Deep Blue versus Garry Kasparov (3½–2½) Deep Blue wins! 2. (2016) Google’s AlphaGo versus Lee Sedol (4-1) AlphaGo wins! 3. (2017) Google’s AlphaGo versus Ke Jie (3-0) AlphaGo wins!
  • 6. Microsoft AI 1. Cognitive Services 2. Bot platform 3. Deep learning (Microsoft Cognitive Toolkit) 4. Data and analytics platform
  • 7.
  • 8. Azure Cognitive Services APIs: 1. Translator Speech API 2. Speaker Recognition API PREVIEW 3. Bing Speech API 4. Custom Speech Service PREVIEW Speech Processing spoken language in your applications.
  • 9. Azure Cognitive Services APIs: 1. Language Understanding Intelligent Service PREVIEW 2. Text Analytics API PREVIEW 3. Bing Spell Check API 4. Translator Text API 5. Web Language Model API PREVIEW 6. Linguistic Analysis API PREVIEW Language Allow your apps to process natural language, evaluate sentiment and topics, and learn how to recognize what users want.
  • 10. Linguistic Analysis API Explore the structure of your text.
  • 11. Azure Cognitive Services APIs: 1. Recommendations API PREVIEW 2. Academic Knowledge API PREVIEW 3. Knowledge Exploration Service PREVIEW 4. QnA Maker API PREVIEW 5. Entity Linking Intelligence Service API PREVIEW 6. Custom Decision Service PREVIEW Knowledge Map complex information and data in order to solve tasks such as intelligent recommendations and semantic search.
  • 12. Azure Cognitive Services APIs: 1. Bing Autosuggest API 2. Bing Image Search API 3. Bing News Search API 4. Bing Video Search API 5. Bing Web Search API 6. Bing Custom Search PREVIEW 7. Bing Entity Search API PREVIEW Search Make your apps, webpages, and other experiences smarter and more engaging with the Bing Search APIs.
  • 13. Azure Cognitive Services APIs: 1. Computer Vision API 2. Face API 3. Content Moderator 4. Emotion API PREVIEW 5. Video API PREVIEW 6. Custom Vision Service PREVIEW 7. Video Indexer PREVIEW Vision State-of-the-art image processing algorithms help you moderate content automatically and build more personalized apps by returning smart insights about faces, images, and emotions.
  • 14. Emotion API Analyze faces to detect a range of feelings.
  • 15. Face verification Check the likelihood that two faces belong to the same person.
  • 16. Video API Detect and track faces.
  • 17. Azure Cognitive Services Projects: 1. Project Prague Gesture based controls 2. Project Johannesburg Route logistics 3. Project Abu Dhabi Distance matrix 4. Project Nanjing Isochrones calculations 5. Project Cuzco Event associated with Wikipedia entries 6. Project Wollongong Location insights Labs Take an early look at emerging Cognitive Services technologies. Early adopters who do not need market-ready technology can discover, try and provide feedback on new Cognitive Services technologies before they are generally available.
  • 18.
  • 22. Language Understanding Intelligent Service https://www.luis.ai
  • 23. Data and analytics platform
  • 24. Cortana Personal digital assistant. FITBIT SKILL FOR CORTANA: “Hey Cortana, ask Fitbit how many steps I've taken.”
  • 25. Cortana + Amazon Alexa Available later this year, this collaboration will allow you to access Alexa via Cortana on Windows 10 PCs, followed by Android and iOS in the future. Conversely, you’ll be able to access Cortana on Alexa- enabled devices like the Amazon Echo, Echo Dot and Echo Show.
  • 26.
  • 27. Azure Machine Learning Studio Azure Machine Learning Studio is a collaborative, drag-and-drop tool you can use to build, test, and deploy predictive analytics solutions on your data.
  • 28. Azure ML Capabilities • Anomaly Detection • Classification • Clustering • Recommendation • Regression • Statistical Functions • Text Analytics • OpenCV Library https://docs.microsoft.com/en-us/azure/machine-learning/machine- learning-studio-overview-diagram
  • 29. Q&A Oleksandr Krakovetskyi CEO, DevRain Solutions alex.krakovetskiy@devrain.com @sashaeve