Index

A

• academic API
  • using / Tapping into academic content using the academic API
  • attributes, defining / Defining attributes
  • data, adding / Adding data
• academic entities
  • finding, in query expressions / Finding academic entities in query expressions
  • distribution of attributes, calculating from / Calculating the distribution of attributes from academic entities
• AnalysisResult variable
  • about / Generic image analysis
• API key
  • registration link / Extracting information through textual analysis
• APIs
  • overview / An overview of different APIs
  • vision / Vision
• application
  • preparing, for web searches / Preparing the application for web searches
• audio to text conversion / Converting text to audio and vice versa
• automated moderation
  • about / Moderation tools
• autosuggest
  • adding, to user interface / Adding autosuggest to the user interface
• autosuggestions / Helping the user with autosuggestions
• Azure
  • Recommendation Solution template, deploying / Deploying the Recommendation Solution template in Azure
• Azure publish settings file
  • reference / Hooking into Microsoft Azure

B

• BCP-47 language code / Utilizing optical character recognition
• Bing Speech API / Bing Speech
  • text to audio conversion / Converting text to audio and vice versa
  • audio to text conversion / Converting text to audio and vice versa
  • communicating with / Speaking to the application
  • speak back functionality, enabling / Letting the application speak back
  • audio output format / Audio output format
  • error codes / Error codes
  • supported languages / Supported languages
  • LUIS based on spoken commands, utilizing / Utilizing LUIS based on spoken commands
• Bing Spell Check API / Bing Spell Check
• Bing Visual Search
  • about / Searching for visual content using Bing Visual Search
  • used, for searching visual content / Searching for visual content using Bing Visual Search
  • request, sending / Sending a request
  • response, receiving / Receiving a response
• boilerplate code
  • setting up / Setting up the boilerplate code

C

• CelebsLike.me / CelebsLike.me
• classifier
  • building / Building a classifier
• Cognitive Services
  • implementing / Cognitive Services in action for fun and life-changing purposes
• common core
  • setting up / Setting up a common core
• common core setup
  • new project, creating / New project
  • web requests / Web requests
  • data contracts / Data contracts
• common user interface
  • used, for searching images / Using a common user interface
  • used, for searching videos / Using a common user interface
• composite entities / Recognizing key data using entities
• Computer Vision API
  • about / Analyze an image using the Computer Vision API
  • used, for analyzing image / Analyze an image using the Computer Vision API
• Conditions and Limitations / Conditions and Limitations
• content moderation APIs
  • types / Types of content moderation APIs
  • URL / Types of content moderation APIs
  • image moderation API / Image moderation
  • text moderation API / Text moderation
• content moderator API / Content moderator
  • using / Automatically moderating user content
• contribution / Definitions
• contributor / Definitions
• custom acoustic model
  • creating / Creating a custom acoustic model
• Customer-to-Item Recommendations (U2I) / Providing personalized recommendations
• Customer Relationship Management (CRM) / Zero Keyboard
• custom image classifiers
  • building / Building your own image classifiers
  • model, improving / Improving the model
  • trained model, using / Using the trained model
• custom language model
  • creating / Creating a custom language model
  • deploying / Deploying the application
• custom search
  • adding / Adding a custom search
  • workflow / Typical workflow
  • instance, consuming / Consuming the search instance
• custom vision service / Custom vision service
• Custom Vision service
  • about / Building your own image classifiers

D

• detected faces
  • feedback, obtaining / Getting feedback on detected faces
• DutchCrafters / DutchCrafters

E

• enrolling process / Enrolling a profile
• entities
  • used, for recognizing key data / Recognizing key data using entities
• errors / Errors

F

• face-to-face verification / Deciding whether two faces belong to the same person
• face-to-person verification / Deciding whether two faces belong to the same person
• Face API
  • faces, detecting / Detecting faces with the Face API
  • about / Diving deep into the Face API
  • exploring / Diving deep into the Face API
  • information, retrieving from detected faces / Retrieving more information from the detected faces
  • request parameters / Retrieving more information from the detected faces
  • two faces of same person, detecting / Deciding whether two faces belong to the same person
  • similar faces, finding / Finding similar faces
  • similar faces, grouping / Grouping similar faces
  • emotions, recognizing from faces / Knowing your mood using the Face API
• FAQs
  • answering, QnA Maker used / Answering FAQs using QnA Maker
  • knowledge base, creating from / Creating a knowledge base from frequently asked questions
• filters / Filters
• filters, search commonalities
  • safe search / Safe search
  • freshness / Freshness

G

• generic image analysis
  • enabling / Generic image analysis
• Grant of Rights / Grant of Rights

H

• human moderation
  • about / Moderation tools
• hybrid moderation
  • about / Moderation tools

I

• image analysis, with Computer Vision API
  • about / Analyze an image using the Computer Vision API
  • chapter example project, setting up / Setting up a chapter example project
  • generic image analysis / Generic image analysis
  • celebrities, recognizing with domain models / Recognizing celebrities using domain models
  • optical character recognition (OCR), utilizing / Utilizing optical character recognition
  • image thumbnails, generating / Generating image thumbnails
• image moderation API
  • about / Image moderation
  • using / Image moderation
• images
  • searching / Searching for images and videos, Searching for images
  • searching, with common user interface / Using a common user interface
• image thumbnails
  • generating / Generating image thumbnails
• index
  • building / Building the index
• intent
  • creating / Creating an intent
• intents / Understanding what the user wants using intents
  • used, for recognizing user wants / Understanding what the user wants using intents
• Item-to-Item Recommendations (I2I) / Providing personalized recommendations
• items
  • recommending, based on prior activities / Recommending items based on prior activities

K

• KES installer
  • download link / Creating the backend using the Knowledge Exploration Service
• knowledge APIs / Knowledge
  • about / Knowledge
  • Project Academic Knowledge API / Project Academic Knowledge
  • knowledge exploration API / Knowledge exploration
  • recommendations solution API / Recommendations solution
  • QnA Maker / QnA Maker
  • Project Custom Decision Service / Project Custom Decision Service
• knowledge base
  • creating, from frequently asked questions / Creating a knowledge base from frequently asked questions
  • model, training / Training the model
  • model, publishing / Publishing the model
• knowledge exploration API / Knowledge exploration
• Knowledge Exploration Service (KES)
  • backend, creating for academic API / Creating the backend using the Knowledge Exploration Service
  • deploying, to Microsoft Azure / Hooking into Microsoft Azure

L

• language-understanding models
  • creating / Creating language-understanding models
  • application, creating / Creating an application
  • key data, recognizing with entities / Recognizing key data using entities
  • intents, using / Understanding what the user wants using intents
  • development, simplifying with prebuilt models / Simplifying development using prebuilt models
  • prebuilt domains, using / Prebuilt domains
  • training / Training a model, Training and publishing the model
  • publishing / Training and publishing the model
  • connecting, to smart house application / Connecting to the smart house application
• language-understanding models, improvement
  • through active usage / Model improvement through active usage
  • performance, visualizing / Visualizing performance
  • performance problems, resolving / Resolving performance problems
  • active learning / Active learning
• language-understanding models, performance problems
  • resolving / Resolving performance problems
  • model features, adding / Adding model features
  • labeled utterances, adding / Adding labeled utterances
  • incorrect utterance labels, searching / Looking for incorrect utterance labels
  • schema, modifying / Changing the schema
• language domain, APIs
  • about / Language
  • Bing Spell Check API / Bing Spell Check
  • LUIS API / Language Understanding Intelligent Service (LUIS)
  • text analytics API / Text analytics
  • translator text API / Translator Text API
• languages
  • working with / Working with languages
  • detecting / Detecting the language
  • supported languages, obtaining / Getting supported languages
• Language Understanding Intelligent Service (LUIS) / Bing Speech, Language Understanding Intelligent Service (LUIS)
  • reference / Creating an application
  • prebuilt entities / LUIS prebuilt entities
  • URL, for prebuilt entities / LUIS prebuilt entities
• Licensed patents / Definitions
• list entity / Recognizing key data using entities
• List manager API
  • about / Other tools
• local hosting / Local hosting and testing

M

• Microsoft Academic Graph (MAG) / Tapping into academic content using the academic API
• Microsoft Azure
  • Knowledge Exploration Service (KES), deploying to / Hooking into Microsoft Azure
• Microsoft Azure cloud service
  • reference / Deploying the service
• Microsoft Cognitive Services
  • used, for real-life applications / Real-life applications using Microsoft Cognitive Services
  • about / Where to go from here
• Model-View-ViewModel (MVVM) pattern / Setting up the boilerplate code
• moderation tools
  • about / Moderation tools
  • List manager API / Other tools
  • Workflow API / Other tools
• mood identifying, smart-house application
  • images, obtaining from web camera / Getting images from a web camera
  • about / Letting the smart house know your mood

N

• natural language / Understanding natural language
• natural language queries
  • interpreting / Interpreting natural language queries
• NAudio / Enrolling a profile, NAudio
• news
  • obtaining / Getting the news
  • obtaining, from queries / News from queries
  • obtaining, from categories / News from categories
• Newtonsoft.Json / Newtonsoft.Json

O

• OpenCvSharp3 / OpenCvSharp3
• optical character recognition (OCR)
  • about / Utilizing optical character recognition
  • utilizing / Utilizing optical character recognition

P

• pattern features / Recognizing key data using entities
• personalized recommendations
  • providing / Providing personalized recommendations
  • catalog data, adding / Importing catalog data
  • usage data, uploading / Importing usage data
  • model, training / Training a model
  • training process, starting / Starting to train
  • completion of training, verifying / Verifying the completion of training
• PersonGroup property
  • about / Adding people to be identified
• person through speech
  • verifying / Verifying a person through speech
• Pivothead / Pivothead
• Postman
  • download link / Starting to train
• prebuilt domains
  • using / Prebuilt domains
• Project Academic Knowledge API / Project Academic Knowledge
  • using / Tapping into academic content using the academic API
  • example project, setting up / Setting up an example project
  • entity attributes / Entity attributes
• Project Custom Decision Service / Project Custom Decision Service

Q

• QnA Maker / QnA Maker
  • used, for answering FAQs / Answering FAQs using QnA Maker
  • reference / Answering FAQs using QnA Maker
• queries
  • suggesting / Suggesting queries
• query expressions
  • academic entities, finding in / Finding academic entities in query expressions

R

• real-life applications
  • Microsoft Cognitive Services, using / Real-life applications using Microsoft Cognitive Services
• real-life applications, Microsoft Cognitive Services
  • Uber / Uber
  • DutchCrafters / DutchCrafters
  • CelebsLike.me / CelebsLike.me
  • Pivothead / Pivothead
  • Zero Keyboard / Zero Keyboard
  • theme / The common theme
• recommendations
  • consuming / Consuming recommendations
• recommendations, scenarios
  • Item-to-Item Recommendations (I2I) / Providing personalized recommendations
  • Customer-to-Item Recommendations (U2I) / Providing personalized recommendations
• Recommendation Solution
  • using, steps / Providing personalized recommendations
• Recommendation Solution template
  • deploying, in Azure / Deploying the Recommendation Solution template in Azure
• recommendations solution API / Recommendations solution
• request parameters
  • about / Generic image analysis
• review tool
  • URL / Using the
  • using / Using the

S

• Search APIs
  • Bing Web Search / Bing Web Search
  • Bing Image Search API / Bing Image Search
  • Bing Video Search / Bing Video Search
  • Bing News Search / Bing News Search
  • Bing Autosuggest / Bing Autosuggest
  • Bing Visual Search API / Bing Visual Search
  • Bing Custom Search API / Bing Custom Search
  • Bing Entity Search / Bing Entity Search
• search commonalities
  • about / Search commonalities
  • languages / Languages
  • pagination / Pagination
  • filters / Filters
  • errors / Errors
• service
  • testing / Local hosting and testing
• shimat / Getting images from a web camera
• smart-house application
  • identification, adding / Adding identification to our smart-house application
  • creating / Creating our smart-house application
  • people to be identified, adding / Adding people to be identified
  • view, creating / Creating a view
  • person groups, adding / Adding person groups
  • new persons, adding / Adding new persons
  • faces, associating with person / Associating faces with a person
  • person group, training / Training the model
  • additional functionality / Additional functionality
  • person, identifying / Identifying a person
  • emotions, recognizing from images / Knowing your mood using the Face API
  • mood identifying, from image / Letting the smart house know your mood
  • used, for searching web / Searching the web using the smart-house application
  • completing / Completing our smart-house application
  • intent, creating / Creating an intent
  • code, updating / Updating the code
  • actions, executing from intents / Executing actions from intents
  • news, searching on command / Searching news on command
  • news images, describing / Describing news images
• smart house application
  • language-understanding models, connecting to / Connecting to the smart house application
• Speaker Recognition API
  • using / Knowing who is speaking
  • reference / Knowing who is speaking
• speaker recognition API / Speaker recognition
• speakers
  • identifying / Knowing who is speaking, Identifying the speaker
  • profiles, adding / Adding speaker profiles
  • profiles, enrolling / Enrolling a profile
• Speech APIs
  • about / Speech
  • Bing Speech API / Bing Speech
  • speaker recognition API / Speaker recognition
  • translator speech API / Translator speech API
• speech recognition
  • customizing / Customizing speech recognition
  • custom acoustic model, creating / Creating a custom acoustic model
  • custom language model, creating / Creating a custom language model
• Speech Synthesis Markup Language (SSML) template / Getting feedback on detected faces
• spelling errors
  • correcting / Correcting spelling errors
• supported languages
  • reference / Translating speech on the fly

T

• text
  • translating / Translating text on the fly, Translating text
  • script, converting / Converting text script
• text analytics API / Text analytics
• text moderation API
  • about / Text moderation
• text to audio conversion / Converting text to audio and vice versa
• textual analysis API
  • information, extracting through / Extracting information through textual analysis
  • language, detecting / Detecting language
  • key phrases, extracting from text / Extracting key phrases from text
  • positive text, detecting / Learning whether a text is positive or negative
  • negative text, detecting / Learning whether a text is positive or negative
• translator speech API / Translator speech API
• Translator Speech API
  • using / Translating speech on the fly
  • reference / Translating speech on the fly
• translator text API / Translator Text API
• trending news / Trending news

U

• Uber / Uber
• user content moderation
  • performing, automatically / Automatically moderating user content
  • moderation tools / Moderation tools
  • human moderation / Moderation tools
  • automated moderation / Moderation tools
  • hybrid moderation / Moderation tools
• user interface
  • autosuggest, adding / Adding autosuggest to the user interface
• user interface (UI) / Setting up the boilerplate code

V

• Video Frame Analyzer / Video Frame Analyzer
• Video Indexer
  • about / Diving into Video Indexer
  • overview / General overview
  • features / General overview
  • scenarios / Typical scenarios
  • key concepts / Key concepts
  • using / Unlocking video insights using Video Indexer, How to use Video Indexer
  • using, via web portal / Through a web portal
  • API, using / Video Indexer API
• Video Indexer, key concepts
  • breakdown / Breakdowns
  • summarized insights / Summarized insights
  • keywords / Keywords
  • sentiments / Sentiments
  • blocks / Blocks
• video indexer API / Video indexer
• Video Indexer API
  • reference / Video Indexer API
• videos
  • searching / Searching for images and videos, Searching for videos
  • searching, with common user interface / Using a common user interface
• vision flags
  • about / Vision
  • computer vision API / Computer vision
  • Face API / Face
  • video indexer API / Video indexer
  • content moderator API / Content moderator
  • custom vision service / Custom vision service
• visual content
  • searching, with Bing Visual Search / Searching for visual content using Bing Visual Search

W

• web
  • searching, with smart-house application / Searching the web using the smart-house application
  • searching / Searching the web
• web portal
  • Video Indexer, using through / Through a web portal
• web searches
  • application, preparing / Preparing the application for web searches
• Windows Presentation Foundation (WPF) / Setting up the boilerplate code
• Workflow API
  • about / Other tools

Z

• Zero Keyboard / Zero Keyboard