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Machine Learning and Microsoft Cognitive Services

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Duration

2h 15m

level

Beginner

Course Creator

Janani Ravi

Last Updated

30-Jul-24

Thanks to AI, modern apps are more interactive and intelligent than ever before. Microsoft’s Cognitive Service APIs offer easy-to-use machine learning models that are trained on vast repositories of data to offer solutions for common use cases.

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Microsoft Cognitive Services are APIs available to developers to make their applications more intelligent, engaging, and discoverable. In this course, Machine Learning and Microsoft Cognitive Services, you will learn about the APIs offered by Azure: vision, knowledge, language, speech, and search. First, you will learn the use cases of content moderation for user-generated content and customizing news feeds and searches for a target audience. Next, you will use APIs for text, image, and video moderation, including customizing the terms or images you want to block using custom lists. Finally, you will explore how the custom decision service uses reinforcement learning under the hood to personalize news feeds, and see how to integrate the service using both the pooled learning mode and the application-specific learning mode. At the end of this course, you will have hands-on experience using these pre-built machine learning models via their REST APIs.
Author Name: Janani Ravi
Author Description:
Janani has a Masters degree from Stanford and worked for 7+ years at Google. She was one of the original engineers on Google Docs and holds 4 patents for its real-time collaborative editing framework. After spending years working in tech in the Bay Area, New York, and Singapore at companies such as Microsoft, Google, and Flipkart, Janani finally decided to combine her love for technology with her passion for teaching. She is now the co-founder of Loonycorn, a content studio focused on providing … more

Table of Contents

  • Course Overview
    1min
  • Introduction to Cognitive Services
    21mins
  • Content Moderation for Text and Images
    47mins
  • Custom Decision Service for Personalizing Content
    37mins
  • The Bing Web Search APIs
    27mins

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Machine Learning and Microsoft Cognitive Services
Machine Learning and Microsoft Cognitive Services
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