Analyzing Text on AWS with Amazon Comprehend

Focused View

Mark Nunnikhoven

2:08:07

11 View

1-Course Overview

01-Course Overview.mp4

01:16

2-Introducing Amazon Comprehend And Natural Language Processing

02-Introduction.mp4

01:03

03-What Is Amazon Comprehend.mp4

05:16

04-Demo - The Amazon Comprehend Management Console.mp4

06:39

05-Natural Language Processing Basics.mp4

05:44

06-Confidence Scores.mp4

04:15

07-Review.mp4

00:47

3-The Basic Building Blocks of Analysis

08-Introduction.mp4

00:43

09-What Language Is This.mp4

04:22

10-Demo - Language Detection.mp4

03:22

11-Sentiment Analysis.mp4

04:50

12-Demo - Sentiment Analysis.mp4

07:26

13-Deconstructing Syntax.mp4

03:42

14-Demo - Syntax Detection.mp4

05:23

15-Review.mp4

01:11

4-Advanced Text Analysis

16-Introduction.mp4

00:57

17-Asynchronous Api Calls with Jobs.mp4

03:54

18-Demo - Setting up for Asynchronous Api Calls with Jobs.mp4

09:58

19-Detecting Entities.mp4

03:37

20-Demo - Entity Detection.mp4

14:19

21-Custom Entities.mp4

02:13

22-Demo - Custom Entity Detection.mp4

08:10

23-Detecting Key Phrases.mp4

02:34

24-Demo - Key Phrases Detection.mp4

05:13

25-Review.mp4

00:55

5-Discovering Document Topics

26-Introduction.mp4

00:43

27-Topic Modelling.mp4

05:01

28-Demo - Topic Modelling.mp4

06:52

29-Review.mp4

00:47

6-Security And Privacy Concerns

30-Introduction.mp4

00:42

31-The Security and Privacy Risks of Analysis.mp4

04:20

32-Review.mp4

01:53

Description

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.

What You'll Learn?

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.

More details

User Reviews

Rating

average 0

Total votes0

Focused display

Data Science

Data Analysis

Amazon AWS

Mark Nunnikhoven

Instructor's Courses

Mark Nunnikhoven explores the impact of technology on individuals, organizations, and communities through the lens of privacy and security. Asking the question, ""How can we better protect our information?"", Mark studies the world of cybercrime to better understand the risks and threats to our digital world. As a researcher and educator, he applies this approach by helping organizations around the world use technology transform their work. This provides a unique opportunity to improve their approach to security and privacy while simplifying operations and focusing on their core goals. Mark is a forensic scientist and security leader who has spent more than 20 years helping to defend private and public systems from cybercriminals, hackers, and nation states. A sought after speaker, writer, and technology pundit, his message is simple: secure and private systems are a requirements in today's world, not a luxury. You can find Mark online @marknca and https://markn.ca.

Pluralsight

View courses Pluralsight

Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.