November 2021
Beginner to intermediate
508 pages
10h 18m
English
Content preview from Natural Language Processing with AWS AI Services
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Chapter 15: Classifying Documents and Setting up Human in the Loop for Active Learning
In the last chapter, we covered how you can use Amazon Comprehend Custom Entity to extract business entities from your documents, and we showed you how you can use humans in the loop with Amazon Augmented AI (A2I) to augment or improve entity predictions. Lastly, we showed you how you can retrain the Comprehend custom entity model with an augmented dataset to improve accuracy using Amazon A2I.
In this chapter, we will talk about how you can use Amazon Comprehend custom classification to classify documents and then how you can set up active learning feedback with your custom classification model using Amazon A2I.
We will be covering the following topics in ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.