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Getting Started with Amazon Comprehend

Amazon Comprehend is a natural-language processing (NLP) service that you can use to extract valuable insights and connections from text. In this "Getting Started" course, you will learn about the benefits, features, typical use cases, technical concepts, and costs of Amazon Comprehend. You will have the opportunity to review an architecture for a text-processing solution that uses Amazon Comprehend, which you can adapt to your own use cases. Through a guided tutorial consisting of a narrated video, step-by-step instructions and transcript, you will also try the service in your own Amazon Web Services (AWS) account.

In lieu of using your own account, you can become an AWS Skill Builder subscriber to unlock all our hands-on, interactive content, including unlimited access to 125+ AWS Builder Labs. These hands-on, guided labs allow you to develop practical skills for common cloud scenarios by building in an AWS sandbox environment without the risk of accruing unwanted charges.

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What's inside

Syllabus

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Read about what's good

what should give you pause

and possible dealbreakers

Meets an industry need by teaching skills and knowledge relevant to text-processing

Provides an opportunity to experiment with the service through a guided tutorial

Belongs to a series of courses that may provide a comprehensive study of topics

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Reviews summary

Essential introduction to amazon comprehend

According to students, this course provides a clear and practical introduction to Amazon Comprehend. Learners consistently praise its ability to offer a solid foundational understanding of the NLP service, making it ideal for beginners. The guided tutorials and hands-on labs are highlighted as particularly helpful for gaining practical experience. While it serves as an excellent starting point, students acknowledge its introductory scope, focusing on core concepts and typical use cases rather than advanced topics. It effectively equips learners with the basic knowledge to explore AWS NLP services further.

A good overview, but not an in-depth technical deep dive.

"Remember it's a 'getting started' course, so it covers basics and use cases, not advanced intricacies."

"I was hoping for more on custom models, but I understand that's beyond this course's intended scope."

"For a quick, concise overview of what Amazon Comprehend can do, it’s excellent, but plan for follow-up studies."

Perfectly suited for those new to AWS NLP services.

"As a complete beginner to NLP and AWS Comprehend, I found this course very accessible and easy to follow."

"No prior deep NLP or AWS experience was needed to grasp the core concepts, which was a huge plus."

"It sets a good, comfortable foundation, preparing me well before diving into more advanced topics."

Offers valuable practical experience with the service.

"The guided tutorial was incredibly helpful for actually trying the service in my AWS account."

"Being able to use an AWS Skill Builder lab made learning tangible and risk-free, which I appreciated."

"I valued the step-by-step instructions for getting started, it made implementation straightforward."

Provides a foundational understanding of Amazon Comprehend.

"This course is a great entry point to understand Amazon Comprehend's capabilities, very well-structured."

"I found the explanations of features, use cases, and costs remarkably clear and easy to follow."

"It really demystified the basics of NLP with AWS, giving me a solid conceptual grasp."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Getting Started with Amazon Comprehend with these activities:

Review NLP Fundamentals

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Refreshing your knowledge of NLP fundamentals can help you prepare for this course and improve your understanding of the concepts covered.

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Review your notes from previous NLP courses or tutorials.
Read articles and blog posts about NLP.
Watch videos about NLP.

Find an NLP Mentor

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Finding a mentor can provide you with guidance and support as you learn NLP, which can help you achieve better learning outcomes in this course.

Browse courses on Natural Language Processing

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Attend NLP meetups and conferences.
Reach out to NLP professionals on LinkedIn.
Ask your professor or classmates for recommendations.

Review NLP Techniques

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This book is a comprehensive guide to NLP techniques and will help you understand the fundamentals of NLP before taking this course.

View Natural Language Processing with Python:... on Amazon

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Read chapters 1-3 of the book.
Complete the exercises at the end of each chapter.

Ten other activities

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Refresher on Python basic syntax and data structures

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Review the fundamentals of Python to ensure a solid foundation for the course.

Browse courses on Python Programming

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Review variables, data types, and operators.
Practice basic data structures like lists, tuples, and dictionaries.

Complete the NLP with Python Tutorial

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This tutorial will provide you with a hands-on introduction to NLP with Python, which will be helpful for understanding the concepts covered in this course.

Browse courses on Natural Language Processing

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Follow the steps in the tutorial.
Complete the exercises at the end of each section.

Join a study group to discuss Amazon Comprehend

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Engage with fellow learners and exchange knowledge through a study group.

Browse courses on Amazon Comprehend

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Find a study group or create one with fellow course participants.
Set up regular meetings to discuss course content and share insights.
Collaborate on projects and assignments.

Create an NLP Resource Compilation

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Creating a compilation of NLP resources can help you organize and review the materials you need for this course, which can contribute to better learning outcomes.

Browse courses on Natural Language Processing

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Gather NLP resources from a variety of sources.
Organize the resources into a coherent structure.
Make the compilation available to other students.

Complete the tutorial on Amazon Comprehend's Key Phrase Extraction feature

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Dive deeper into a specific feature of Amazon Comprehend through a guided tutorial.

Browse courses on Amazon Comprehend

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Access the Amazon Comprehend tutorial documentation.
Follow the step-by-step instructions to extract key phrases from sample text.
Experiment with different text inputs and observe the results.

Complete the NLP Practice Drills

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These practice drills will help you reinforce your understanding of NLP concepts and techniques, which will be beneficial for your success in this course.

Browse courses on Natural Language Processing

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Complete the drills in order.
Review your answers and identify areas where you need more practice.

Practice NLP tasks using Amazon Comprehend's interactive console

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Gain hands-on experience with Amazon Comprehend's NLP capabilities.

Browse courses on Amazon Comprehend

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Log in to your AWS account and open the Amazon Comprehend console.
Select the 'Try it now' option to access the interactive console.
Experiment with different NLP tasks, such as sentiment analysis and named entity recognition.

Create an NLP Project

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This project will allow you to apply your NLP skills to a real-world problem, which will help you deepen your understanding of NLP and its applications.

Browse courses on Natural Language Processing

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Choose a project idea.
Gather the necessary data.
Develop and implement your NLP solution.
Evaluate your results.
Write a report on your project.

Participate in an NLP Competition

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Participating in a competition can help you test your NLP skills and knowledge, which can motivate you to learn more and achieve better results in this course.

Browse courses on Natural Language Processing

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Find an NLP competition that is appropriate for your skill level.
Form a team or work on your own.
Develop and implement your NLP solution.
Submit your solution to the competition.

Build a simple web app that utilizes Amazon Comprehend's API

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Apply your skills by creating a practical application that leverages Amazon Comprehend's API.

Browse courses on Amazon Comprehend

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Design the architecture of your web app and choose a programming language.
Integrate Amazon Comprehend's API into your code.
Deploy your web app and test its functionality.

Career center

Learners who complete Getting Started with Amazon Comprehend will develop knowledge and skills that may be useful to these careers:

Reading list

We've selected 50 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Getting Started with Amazon Comprehend.

Natural Language Processing with Java

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Provides a comprehensive overview of natural language processing techniques for entity extraction from text. It covers a wide range of topics, including rule-based methods, machine learning methods, and hybrid methods. This book must-have for anyone interested in learning about the latest advances in entity extraction.

Getting Started with Amazon Comprehend

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What's inside

Syllabus

Traffic lights

Save this course

Reviews summary

Essential introduction to amazon comprehend

Activities

Career center

Reading list

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