PluralSight - Pluralsight - Analyzing Text on AWS with Amazon Comprehend

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[ CourseLala.com ] Pluralsight - Analyzing Text on AWS with Amazon Comprehend
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01. Course Overview
    • 01. Course Overview.mp4 (2.4 MB)
    • 01. Course Overview.srt (2.0 KB)
    02. Introducing Amazon Comprehend & Natural Language Processing
    • 01. Introduction.mp4 (1.7 MB)
    • 01. Introduction.srt (2.0 KB)
    • 02. What Is Amazon Comprehend-.mp4 (7.5 MB)
    • 02. What Is Amazon Comprehend-.srt (9.6 KB)
    • 03. Demo- The Amazon Comprehend Management Console.mp4 (16.3 MB)
    • 03. Demo- The Amazon Comprehend Management Console.srt (12.1 KB)
    • 04. Natural Language Processing Basics.mp4 (7.9 MB)
    • 04. Natural Language Processing Basics.srt (10.3 KB)
    • 05. Confidence Scores.mp4 (5.9 MB)
    • 05. Confidence Scores.srt (7.3 KB)
    • 06. Review.mp4 (1.3 MB)
    • 06. Review.srt (1.4 KB)
    02
    • introducing-amazon-comprehend-and-natural-language-processing-slides.pdf (407.4 KB)
    03. The Basic Building Blocks of Analysis
    • 01. Introduction.mp4 (1.1 MB)
    • 01. Introduction.srt (1.1 KB)
    • 02. What Language Is This-.mp4 (7.2 MB)
    • 02. What Language Is This-.srt (7.5 KB)
    • 03. Demo- Language Detection.mp4 (5.4 MB)
    • 03. Demo- Language Detection.srt (5.4 KB)
    • 04. Sentiment Analysis.mp4 (7.8 MB)
    • 04. Sentiment Analysis.srt (8.1 KB)
    • 05. Demo- Sentiment Analysis.mp4 (23.3 MB)
    • 05. Demo- Sentiment Analysis.srt (13.3 KB)
    • 06. Deconstructing Syntax.mp4 (5.7 MB)
    • 06. Deconstructing Syntax.srt (6.1 KB)
    • 07. Demo- Syntax Detection.mp4 (15.3 MB)
    • 07. Demo- Syntax Detection.srt (9.7 KB)
    • 08. Review.mp4 (2.0 MB)
    • 08. Review.srt (2.0 KB)
    03 demos code
    • amazon-comprehend-tuned-permissions.json (0.6 KB)
    • m03-02-detect-sentiment-demo.py (2.3 KB)
    • m03-02-war-of-the-worlds-intro-sample.txt (1.3 KB)
    • m03-03-detect-syntax-demo.py (2.7 KB)
    • m03-03-war-of-the-worlds-intro-sentence-sample.txt (0.4 KB)
    • the-basic-building-blocks-of-analysis-slides.pdf (338.9 KB)
      • 04. Advanced Text Analysis
      • 01. Introduction.mp4 (1.4 MB)
      • 01. Introduction.srt (1.7 KB)
      • 02. Asynchronous Api Calls with Jobs.mp4 (6.5 MB)
      • 02. Asynchronous Api Calls with Jobs.srt (6.8 KB)
      • 03. Demo- Setting up for Asynchronous Api Calls with Jobs.mp4 (22.5 MB)
      • 03. Demo- Setting up for Asynchronous Api Calls with Jobs.srt (17.4 KB)
      • 04. Detecting Entities.mp4 (6.1 MB)
      • 04. Detecting Entities.srt (6.1 KB)
      • 05. Demo- Entity Detection.mp4 (39.2 MB)
      • 05. Demo- Entity Detection.srt (25.6 KB)
      • 06. Custom Entities.mp4 (3.4 MB)
      • 06. Custom Entities.srt (3.8 KB)
      • 07. Demo- Custom Entity Detection.mp4 (21.3 MB)
      • 07. Demo- Custom Entity Detection.srt (14.9 KB)
      • 08. Detecting Key Phrases.mp4 (3.8 MB)
      • 08. Detecting Key Phrases.srt (4.3 KB)
      • 09. Demo- Key Phrases Detection.mp4 (14.2 MB)
      • 09. Demo- Key Phrases Detection.srt (9.4 KB)
      • 10. Review.mp4 (1.7 MB)
      • 10. Review.srt (1.5 KB)
      04
      • advanced-text-analysis-slides.pdf (513.6 KB)
        • demos code
        • m04-02-amazon-comprehend-default-permissions.json (0.3 KB)
        • m04-02-amazon-comprehend-tuned-permissions.json (0.6 KB)
        • m04-03-detect-entities-demo.py (2.4 KB)
        • m04-04-custom-entity-list.csv (0.1 KB)
        • m04-04-detect-entities-demo-custom.py (2.5 KB)
        • m04-04-detect-entities-demo-standard.py (2.4 KB)
        • m04-05-key-phrase-detection-demo.py (2.5 KB)
        • war-of-the-worlds-sample.txt (33.3 KB)
        • war-of-the-worlds.txt (358.2 KB)
        05. Discovering Document Topics
        • 01. Introduction.mp4 (1.1 MB)
        • 01. Introduction.srt (1.2 KB)
        • 02. Topic Modelling.mp4 (7.3 MB)
        • 02. Topic Modelling.srt (8.9 KB)
        • 03. Demo- Topic Modelling.mp4 (17.4 MB)
        • 03. Demo- Topic Modelling.srt (12.0 KB)
        • 04. Review.mp4 (1.4 MB)
        • 04. Review.srt (1.2 KB)
        05 demos code
        • m05-02-topic-modelling-demo.py (2.3 KB)
        • the-adventures-of-sherlock-holmes.txt (593.5 KB)
        • war-and-peace.txt (3.2 MB)
        • war-of-the-worlds-sample.txt (33.3 KB)
        • war-of-the-worlds.txt (358.2 KB)
        • discovering-document-topics-slides.pdf (266.7 KB)
          • 06. Security & Privacy Concerns
          • 01. Introduction.mp4 (1.1 MB)
          • 01. Introduction.srt (1.1 KB)
          • 02. The Security and Privacy Risks of Analysis.mp4 (6.4 MB)
          • 02. The Security and Privacy Risks of Analysis.srt (8.0 KB)
          • 03. Review.mp4 (3.1 MB)
          • 03. Review.srt (3.3 KB)
          06
          • security-and-privacy-concerns-slides.pdf (288.7 KB)
          • Bonus Resources.txt (0.4 KB)

Description

Pluralsight - Analyzing Text on AWS with Amazon Comprehend



https://CourseLala.com

Duration: 2h 08m | Video: H264 1280x720 | Audio: AAC 48 kHz 2ch | 272 MB | Language: English

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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PluralSight - Pluralsight - Analyzing Text on AWS with Amazon Comprehend

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Download torrent
275.4 MB
seeders:3
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PluralSight - Pluralsight - Analyzing Text on AWS with Amazon Comprehend

Torrent hash: 57316A36CE7179D4DDB501B40CDEE44AA169AC07