Analyzing Text and NLP with Textract and Comprehend
Analyzing Text and NLP with Textract and Comprehend

CLOUD LABS

Analyzing Text and NLP with Textract and Comprehend

This Cloud Lab aims to effectively equip you with practical experience in using Amazon's ML services, Textract, and Comprehend. It will help you gain an understanding of the various features that these services offer.

7 Tasks

beginner

45m

Certificate of Completion

Desktop OnlyDevice is not compatible.
No Setup Required
Amazon Web Services

Learning Objectives

A solid understanding of the fundamental concepts of Textract and Comprehend
The ability to use Amazon Textract to extract text from various types of documents
Working knowledge of the document analysis feature of Amazon Textract
Hands-on experience with the real-time and document analysis using Amazon Comprehend

Technologies
AWS logoAWS
Textract
Comprehend logoComprehend
S3 logoS3
IAM
Skills Covered
Natural Language Processing
Insights Extraction
Using AWS Cloud Services
Cloud Lab Overview

With the advent of AI, data has become the new oil of the world. Every business, no matter how big or small, produces large amounts of data every day, and this data contains insights that may help organizations in making decisions. Unstructured data, such as customer reviews, comments on social media, and email feedback, can be difficult to manually analyze. This is where Amazon Comprehend and Textract come in, giving us the ability to quickly and effectively extract insights from unstructured data.

This Cloud Lab aims to teach you how to use these tools. You'll start using Amazon Textract as a stand-alone service to extract document data. You'll then learn to use the document analysis features of Amazon Textract to analyze the same document. For that, you'll create an S3 bucket, upload the document in that bucket and then perform the analysis on that document. After that, you'll use Amazon Comprehend to process the textual data extracted by Amazon Textract in the beginning. You'll also learn how to use Amazon Comprehend in combination with the S3 service to use the analysis job feature of Amazon Comprehend.

By the end of this lab, you'll be able to extract and analyze document data using Amazon Textract, as well as process textual data using Amazon Comprehend. You'll also have learned how to integrate these tools with S3. After this lab, you'll be able to use these services according to your own needs in your websites and applications.

Let’s look at the architecture diagram for this Cloud Lab:

Cloud Lab Tasks
1.Introduction
Getting Started
2.Use Textract as a Standalone ML Service
Text Extraction
Analyze Document
3.Use Comprehend as a Standalone ML Service
Real-time Analysis
Analysis Jobs
4.Conclusion
Clean Up
Wrap Up
Labs Rules Apply
Stay within resource usage requirements.
Do not engage in cryptocurrency mining.
Do not engage in or encourage activity that is illegal.

Relevant Courses

Use the following content to review prerequisites or explore specific concepts in detail.

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Don’t take our word for it. See what our developers have to say.

Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.

Felipe Matheus
TestimonialsImg

I highly recommend Educative. The courses are well organized and easy to understand.

Adina Ong
TestimonialsImg

I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
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