dld tlv cognitive services:the brains behind your bot
TRANSCRIPT
Cognitive Services:
The Brains Behind Your Bot
About Me
The Bot Revolution
Is Here
Image attribution https://www.linkedin.com/pulse/ai-chatbots-serious-business-alessio-monastra
Bots Are Not New
What’s Changed
Machine Learning
Bots Are Only As Good As Their Brains
LanguageProcess text and learn how to recognize what users want
What makes a Bot Smart?
Speech
Language Understanding Intelligent Service
Teach your apps to understand commands
from your users
Linguistic Analysis API
Easily parse complex text with language analysis
Text Analytics API
Detect sentiment, key phrases, topics, and language
from your text
Language
SpeechHear and speak to your users by filtering noise, identifying speakers, and understanding intent
LanguageProcess text and learn how to recognize what users want
What makes a Bot Smart?
Speech
Speech APIConvert speech to text and back again, and understand
its intent
Speaker Recognition API
Give your app the ability to know who's talking
Custom Recognition Intelligent Service
Fine-tune speech recognition for anyone,
anywhere
KnowledgeTap into rich knowledge amassed from the web, academia, or your own data
SpeechHear and speak to your users by filtering noise, identifying speakers, and understanding intent
LanguageProcess text and learn how to recognize what users want
What makes a Bot Smart?
LanguageKnowledge
Academic Knowledge APIExplore relationships
among academic papers, journals, and authors
Recommendations API
Provide personalized product recommendations
for your customers
Knowledge Exploration ServiceAdd interactive search over
structured data to your project
KnowledgeTap into rich knowledge amassed from the web, academia, or your own data
SearchAccess billions of web pages, images, videos, and news
SpeechHear and speak to your users by filtering noise, identifying speakers, and understanding intent
LanguageProcess text and learn how to recognize what users want
What makes a Bot Smart?
KnowledgeSearch
Web Search API
Connect powerful search to your apps
Video Search API
Trending videos, detailed metadata,
and rich results
Autosuggest API
Give your app intelligent autosuggest options for
searches
Image Search API
Bring advanced image and metadata search
to your app
News Search API
Link your users to robust and timely
news searches
KnowledgeTap into rich knowledge amassed from the web, academia, or your own data
SearchAccess billions of web pages, images, videos, and news
SpeechHear and speak to your users by filtering noise, identifying speakers, and understanding intent
LanguageProcess text and learn how to recognize what users want
What makes a Bot Smart?
VisionFrom faces to feelings, allow your apps to understand images and video
Computer Vision API
Distill actionable information from images
Video APIAnalyze, edit, and
process videos within your app
Face APIDetect, identify, analyze, organize, and tag faces in
photos
Emotion APIPersonalize experiences
with emotion recognition
Vision
Roll your own with REST APIs
Simple to add: just a few lines of code required
Scalable
Integrate into the language and platform of your choice
Breadth of offerings helps you find the right API for your app
Built by experts in their field from Quality documentation, sample code, and community support
Easy Flexible Tested
Why Use Cognitive Services?
GET A
KEY BUILD
Examples
VisionLanguage Understanding Intelligent Service
Understand what your users are saying
• Determines intent• Detects entities
Seamless integration with Speech Recognition
Learns over time
Use pre-built, world class models from Bing and Cortana
Intent: TextToSpeechContent: NewsHeadlines
Read me the headlines
Play yesterday’s Daily Show
Intent: PauseDeviceDateTime.duration: 5 Minutes
Pause for 5 minutes
Intent: PlayEpisodeContent: Daily ShowDateTime.date: T-1 Day
Sentiment Analysis
Real Time Crowd Insights
Computer Vision
https://www.microsoft.com/cognitive-services/en-us/computer-vision-api
Image Captioning – celebrity detection
https://www.captionbot.ai
Developer Resources
Preview Pricinghttps://www.microsoft.com/cognitive-services/en-us/pricing
Documentationhttps://www.microsoft.com/cognitive-services/en-us/computer-vision-api/documentation
Client SDKshttps://github.com/Microsoft/ProjectOxford-ClientSDKhttps://github.com/felixrieseberg/project-oxford (nodejs)https://github.com/southwood/project-oxford-python
Example Codehttps://github.com/jsturtevant/happy-image-tester-djangohttps://github.com/jsturtevant/happy-image-tester-nodejs
Join Our Communityhttps://stackoverflow.com/questions/tagged/microsoft-cognitivehttps://social.msdn.microsoft.com/forums/azure/en-US/home?forum=mlapi https://cognitive.uservoice.com/
Get started for free at microsoft.com/Cognitive