Browse Library
Sign In Start Free Trial
Close icon Search icon
Account
Browse Library Sign In Start Free Trial

Add to playlist

Create a Playlist

Modal Close icon
You need to login to use this feature.
  • Book Overview & Buying Learning Microsoft Cognitive Services
  • Table Of Contents Toc
Learning Microsoft Cognitive Services

Learning Microsoft Cognitive Services - Third Edition

By : Leif Larsen Henning Larsen
Buy this Book
close
close
Learning Microsoft Cognitive Services

Learning Microsoft Cognitive Services

By: Leif Larsen Henning Larsen
Buy this Book

Overview of this book

Microsoft Cognitive Services is a set of APIs for integrating artificial intelligence in your applications to solve logical business problems. If you’re new to developing applications with AI, Learning Microsoft Cognitive Services will give you a comprehensive introduction to Microsoft’s AI stack and get you up-to-speed in no time. The book introduces you to 24 APIs, including Emotion, Language, Vision, Speech, Knowledge, and Search. Using Visual Studio, you can develop applications with enhanced capabilities for image processing, speech recognition, text processing, and much more. Moving forward, you will work with datasets that enable your applications to process various data in the form of image, video, or text. By the end of the book, you’ll be able to confidently explore Cognitive Services APIs for building intelligent applications that can be deployed for real-world business uses.
Table of Contents (14 chapters)
close
close
close
Preface
Icon
Preface
Icon
Who this book is for
Icon
What this book covers
Icon
To get the most out of this book
Icon
Get in touch
Lock Free Chapter
1
1. Getting Started with Microsoft Cognitive Services
Icon
1. Getting Started with Microsoft Cognitive Services
Icon
Cognitive Services in action for fun and life-changing purposes
Icon
Setting up the boilerplate code
Icon
Detecting faces with the Face API
Icon
An overview of different APIs
Icon
Getting feedback on detected faces
Icon
Summary
2
2. Analyzing Images to Recognize a Face
Icon
2. Analyzing Images to Recognize a Face
Icon
Analyze an image using the Computer Vision API
Icon
Diving deep into the Face API
Icon
Adding identification to our smart-house application
Icon
Knowing your mood using the Face API
Icon
Automatically moderating user content
Icon
Building your own image classifiers
Icon
Summary
3
3. Analyzing Videos
Icon
3. Analyzing Videos
Icon
Diving into Video Indexer
Icon
Unlocking video insights using Video Indexer
Icon
Summary
4
4. Letting Applications Understand Commands
Icon
4. Letting Applications Understand Commands
Icon
Creating language-understanding models
Icon
Training a model
Icon
Summary
5
5. Speaking with Your Application
Icon
5. Speaking with Your Application
Icon
Converting text to audio and vice versa
Icon
Knowing who is speaking
Icon
Verifying a person through speech
Icon
Customizing speech recognition
Icon
Translating speech on the fly
Icon
Summary
6
6. Understanding Text
Icon
6. Understanding Text
Icon
Setting up a common core
Icon
Correcting spelling errors
Icon
Extracting information through textual analysis
Icon
Translating text on the fly
Icon
Summary
7
7. Building Recommendation Systems for Businesses
chevron up
Icon
7. Building Recommendation Systems for Businesses
Icon
Providing personalized recommendations
Icon
Summary
8
8. Querying Structured Data in a Natural Way
Icon
8. Querying Structured Data in a Natural Way
Icon
Tapping into academic content using the academic API
Icon
Interpreting natural language queries
Icon
Finding academic entities in query expressions
Icon
Calculating the distribution of attributes from academic entities
Icon
Entity attributes
Icon
Creating the backend using the Knowledge Exploration Service
Icon
Defining attributes
Icon
Adding data
Icon
Building the index
Icon
Understanding natural language
Icon
Local hosting and testing
Icon
Going for scale
Icon
Answering FAQs using QnA Maker
Icon
Creating a knowledge base from frequently asked questions
Icon
Training the model
Icon
Publishing the model
Icon
Summary
9
9. Adding Specialized Searches
Icon
9. Adding Specialized Searches
Icon
Searching the web using the smart-house application
Icon
Getting the news
Icon
Searching for images and videos
Icon
Helping the user with autosuggestions
Icon
Search commonalities
Icon
Searching for visual content using Bing Visual Search
Icon
Adding a custom search
Icon
Summary
10
10. Connecting the Pieces
Icon
10. Connecting the Pieces
Icon
Completing our smart-house application
Icon
Real-life applications using Microsoft Cognitive Services
Icon
Where to go from here
Icon
Summary
11
A. LUIS Entities
Icon
A. LUIS Entities
Icon
LUIS prebuilt entities
12
B. License Information
Icon
B. License Information
Icon
Video Frame Analyzer
Icon
OpenCvSharp3
Icon
Newtonsoft.Json
Icon
NAudio
13
Index
Icon
Index

Chapter 7. Building Recommendation Systems for Businesses

"By leveraging Azure Machine Learning and the Recommendations API, we have launched a new Personalized Commerce Experience for retailers that grows shopper conversion and engagement on any channel."

– Frank Kouretas, Chief Product Officer at Orckestra

In the previous chapter, we covered the remaining language APIs. In this chapter, we will look at the Recommendations Solution template. This is a template for Microsoft Azure that contains the resources required to run Recommendations Solution. This is a solution well suited for e-commerce applications, where you can recommend different items based on different criteria. Recommending items in an online store is a process that can be very time-consuming if it is done by following a rule set. The Recommendations Solution allows us to utilize the power of machine learning to get good recommendations, potentially increasing the number of sales.

This chapter will...

CONTINUE READING
83
Tech Concepts
36
Programming languages
73
Tech Tools
Icon Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.
Icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Icon 50+ new titles added per month and exclusive early access to books as they are being written.
Learning Microsoft Cognitive Services
End of Section 7
Next Section
notes
bookmark Notes and Bookmarks search Search in title playlist Add to playlist download Download options
font-size Font size

Change the font size

margin-width Margin width

Change margin width

day-mode Day/Sepia/Night Modes

Change background colour

Close icon Search
Country selected
Close icon Your notes and bookmarks

Confirmation

Modal Close icon
claim successful
Order Page Read Now

Buy this book with your credits?

Modal Close icon
Are you sure you want to buy this book with one of your credits?
Close
YES, BUY

Submit Your Feedback

Modal Close icon
Modal Close icon
Modal Close icon