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[ CourseLala.com ] Pluralsight - Analyzing Text On AWS With Amazon Comprehend
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Understanding what text means usually requires a human to read and think about the text. This course shows you how to use Amazon Comprehend's machine learning based models to programmatically draw insights and understanding from almost any text.
At the core of text analysis in the AWS Cloud is a thorough knowledge of Amazon Comprehend. In this course, Analyzing Text on AWS with Amazon Comprehend, you’ll learn how to use the service to extract insights and deep analysis about a given text. First, you’ll discover how the service is structured and common usage patterns for all of its features. Next, you’ll explore more advanced analysis concepts using an asynchronous request pattern. Finally, you’ll see how easy it can be to conduct complex topic modeling analysis. When you’re finished with this course, you’ll have a foundational knowledge of how to use Amazon Comprehend to analyze and understand any document set that will help you as you move forward and understand how to apply machine learning to real world problems.
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FILE LIST
Filename
Size
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4
2.4 MB
~Get Your Files Here !/01. Course Overview/01. Course Overview.srt
2 KB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/01. Introduction.mp4
1.7 MB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/01. Introduction.srt
2 KB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/02. What Is Amazon Comprehend-.mp4
7.5 MB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/02. What Is Amazon Comprehend-.srt
9.6 KB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/03. Demo- The Amazon Comprehend Management Console.mp4
16.3 MB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/03. Demo- The Amazon Comprehend Management Console.srt
12.1 KB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/04. Natural Language Processing Basics.mp4
7.9 MB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/04. Natural Language Processing Basics.srt
10.3 KB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/05. Confidence Scores.mp4
5.9 MB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/05. Confidence Scores.srt
7.3 KB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/06. Review.mp4
1.3 MB
~Get Your Files Here !/02. Introducing Amazon Comprehend & Natural Language Processing/06. Review.srt
1.4 KB
~Get Your Files Here !/02/introducing-amazon-comprehend-and-natural-language-processing-slides.pdf
407.4 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/01. Introduction.mp4
1.1 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/01. Introduction.srt
1.1 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/02. What Language Is This-.mp4
7.2 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/02. What Language Is This-.srt
7.5 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/03. Demo- Language Detection.mp4
5.4 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/03. Demo- Language Detection.srt
5.4 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/04. Sentiment Analysis.mp4
7.8 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/04. Sentiment Analysis.srt
8.1 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/05. Demo- Sentiment Analysis.mp4
23.3 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/05. Demo- Sentiment Analysis.srt
13.3 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/06. Deconstructing Syntax.mp4
5.7 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/06. Deconstructing Syntax.srt
6.1 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/07. Demo- Syntax Detection.mp4
15.3 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/07. Demo- Syntax Detection.srt
9.7 KB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/08. Review.mp4
2 MB
~Get Your Files Here !/03. The Basic Building Blocks of Analysis/08. Review.srt
2 KB
~Get Your Files Here !/03/demos/code/amazon-comprehend-tuned-permissions.json
600 B
~Get Your Files Here !/03/demos/code/m03-02-detect-sentiment-demo.py
2.3 KB
~Get Your Files Here !/03/demos/code/m03-02-war-of-the-worlds-intro-sample.txt
1.3 KB
~Get Your Files Here !/03/demos/code/m03-03-detect-syntax-demo.py
2.7 KB
~Get Your Files Here !/03/demos/code/m03-03-war-of-the-worlds-intro-sentence-sample.txt
425 B
~Get Your Files Here !/03/the-basic-building-blocks-of-analysis-slides.pdf
338.9 KB
~Get Your Files Here !/04. Advanced Text Analysis/01. Introduction.mp4
1.4 MB
~Get Your Files Here !/04. Advanced Text Analysis/01. Introduction.srt
1.7 KB
~Get Your Files Here !/04. Advanced Text Analysis/02. Asynchronous Api Calls with Jobs.mp4
6.5 MB
~Get Your Files Here !/04. Advanced Text Analysis/02. Asynchronous Api Calls with Jobs.srt
6.8 KB
~Get Your Files Here !/04. Advanced Text Analysis/03. Demo- Setting up for Asynchronous Api Calls with Jobs.mp4
22.5 MB
~Get Your Files Here !/04. Advanced Text Analysis/03. Demo- Setting up for Asynchronous Api Calls with Jobs.srt
17.4 KB
~Get Your Files Here !/04. Advanced Text Analysis/04. Detecting Entities.mp4
6.1 MB
~Get Your Files Here !/04. Advanced Text Analysis/04. Detecting Entities.srt
6.1 KB
~Get Your Files Here !/04. Advanced Text Analysis/05. Demo- Entity Detection.mp4
39.2 MB
~Get Your Files Here !/04. Advanced Text Analysis/05. Demo- Entity Detection.srt
25.6 KB
~Get Your Files Here !/04. Advanced Text Analysis/06. Custom Entities.mp4
3.4 MB
~Get Your Files Here !/04. Advanced Text Analysis/06. Custom Entities.srt
3.8 KB
~Get Your Files Here !/04. Advanced Text Analysis/07. Demo- Custom Entity Detection.mp4
21.3 MB
~Get Your Files Here !/04. Advanced Text Analysis/07. Demo- Custom Entity Detection.srt
14.9 KB
~Get Your Files Here !/04. Advanced Text Analysis/08. Detecting Key Phrases.mp4
3.8 MB
~Get Your Files Here !/04. Advanced Text Analysis/08. Detecting Key Phrases.srt
4.3 KB
~Get Your Files Here !/04. Advanced Text Analysis/09. Demo- Key Phrases Detection.mp4
14.2 MB
~Get Your Files Here !/04. Advanced Text Analysis/09. Demo- Key Phrases Detection.srt
9.4 KB
~Get Your Files Here !/04. Advanced Text Analysis/10. Review.mp4
1.7 MB
~Get Your Files Here !/04. Advanced Text Analysis/10. Review.srt
1.5 KB
~Get Your Files Here !/04/advanced-text-analysis-slides.pdf
513.6 KB
~Get Your Files Here !/04/demos/code/m04-02-amazon-comprehend-default-permissions.json
312 B
~Get Your Files Here !/04/demos/code/m04-02-amazon-comprehend-tuned-permissions.json
600 B
~Get Your Files Here !/04/demos/code/m04-03-detect-entities-demo.py
2.4 KB
~Get Your Files Here !/04/demos/code/m04-04-custom-entity-list.csv
84 B
~Get Your Files Here !/04/demos/code/m04-04-detect-entities-demo-custom.py
2.5 KB
~Get Your Files Here !/04/demos/code/m04-04-detect-entities-demo-standard.py
2.4 KB
~Get Your Files Here !/04/demos/code/m04-05-key-phrase-detection-demo.py
2.5 KB
~Get Your Files Here !/04/demos/code/war-of-the-worlds-sample.txt
33.3 KB
~Get Your Files Here !/04/demos/code/war-of-the-worlds.txt
358.2 KB
~Get Your Files Here !/05. Discovering Document Topics/01. Introduction.mp4
1.1 MB
~Get Your Files Here !/05. Discovering Document Topics/01. Introduction.srt
1.2 KB
~Get Your Files Here !/05. Discovering Document Topics/02. Topic Modelling.mp4
7.3 MB
~Get Your Files Here !/05. Discovering Document Topics/02. Topic Modelling.srt
8.9 KB
~Get Your Files Here !/05. Discovering Document Topics/03. Demo- Topic Modelling.mp4
17.4 MB
~Get Your Files Here !/05. Discovering Document Topics/03. Demo- Topic Modelling.srt
12 KB
~Get Your Files Here !/05. Discovering Document Topics/04. Review.mp4
1.4 MB
~Get Your Files Here !/05. Discovering Document Topics/04. Review.srt
1.2 KB
~Get Your Files Here !/05/demos/code/m05-02-topic-modelling-demo.py
2.3 KB
~Get Your Files Here !/05/demos/code/the-adventures-of-sherlock-holmes.txt
593.5 KB
~Get Your Files Here !/05/demos/code/war-and-peace.txt
3.2 MB
~Get Your Files Here !/05/demos/code/war-of-the-worlds-sample.txt
33.3 KB
~Get Your Files Here !/05/demos/code/war-of-the-worlds.txt
358.2 KB
~Get Your Files Here !/05/discovering-document-topics-slides.pdf
266.7 KB
~Get Your Files Here !/06. Security & Privacy Concerns/01. Introduction.mp4
1.1 MB
~Get Your Files Here !/06. Security & Privacy Concerns/01. Introduction.srt
1.1 KB
~Get Your Files Here !/06. Security & Privacy Concerns/02. The Security and Privacy Risks of Analysis.mp4
6.4 MB
~Get Your Files Here !/06. Security & Privacy Concerns/02. The Security and Privacy Risks of Analysis.srt
8 KB
~Get Your Files Here !/06. Security & Privacy Concerns/03. Review.mp4
3.1 MB
~Get Your Files Here !/06. Security & Privacy Concerns/03. Review.srt
3.3 KB
~Get Your Files Here !/06/security-and-privacy-concerns-slides.pdf
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