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Amazon Comprehend deep dive with Case Study on Sentiment Analysis New

Amazon Comprehend is a fully managed, NLP tool for extracting insights from unstructured text with ML. Deep dive into Amazon Comprehend with a case study on Sentiment Analysis.

0 Ratings

13 Learners

Discussions

What's Inside

3 hours 37 minutes of Training Videos
33 lectures
Very exhaustive coverage to all the topics
Unlimited Access

Topic-wise Content Distribution

Introduction to the Course

6 lectures00:39:02

Course Introduction
00:05:38
A short primer on NLP-1
00:06:56
A short primer on NLP-2
00:07:50
AWS and AI
00:09:33
Introduction to AWS Comprehend
00:05:10
Course Logistics
00:03:55

Amazon Comprehend Console and core operations

9 lectures00:51:56

Introduction - Amazon Comprehend Console and core operations section
00:03:24
Amazon Comprehend Console and Entities
00:10:01
Key Phrases
00:05:46
Language
00:04:46
Sentiment Analysis
00:07:18
Syntax
00:05:58
Topic Modeling-I - discussion and job submission
00:08:07
Topic Modeling-II - job output explanation
00:03:47
Summary - Amazon Comprehend Console and core operations section
00:02:49

Amazon Comprehend Customization and Amazon Comprehend Medical

8 lectures00:54:19

Introduction - Customization and Amazon Comprehend Medical section
00:03:27
Custom Classification-Introduction and Training
00:09:03
Custom Classification-endpoint and usage
00:09:06
Custom Entity Recognition-introduction and training
00:08:04
Custom Entity Recognition-endpoint and usage
00:05:37
Amazon Comprehend Medical-Introduction and entities
00:06:37
Amazon Comprehend Medical-RxNorm and ICD-10-CM
00:09:17
Summary - Customization and Amazon Comprehend Medical section
00:03:08

Amazon Comprehend Case Study

10 lectures01:12:01

Introduction to Amazon Comprehend - Sentiment Analysis Case Study
00:07:34
Case Study data description
00:03:37
Data and IAM role set-up
00:08:53
Lambda function configuration and code walkthrough
00:10:01
Running Sentiment Analysis jobs
00:07:20
Seeing AWS Glue crawlers in action
00:09:49
Running queries in Amazon Athena
00:08:47
Creating dashboard in Amazon QuickSight
00:06:36
Final thoughts about Case Study
00:04:39
Course Wrap-up
00:04:45

Amazon Comprehend deep dive with Case Study on Sentiment Analysis FAQs

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