Book Image

Learning Microsoft Cognitive Services - Third Edition

By : Leif Larsen
Book Image

Learning Microsoft Cognitive Services - Third Edition

By: Leif Larsen

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 (17 chapters)
Learning Microsoft Cognitive Services - Third Edition
Contributors
Acknowledgments
Preface
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 cover the following topics...