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.
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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.
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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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.
Show steps
-
Review your notes from previous NLP courses or tutorials.
-
Read articles and blog posts about NLP.
-
Watch videos about NLP.
Find an NLP Mentor
Show steps
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
Show steps
-
Attend NLP meetups and conferences.
-
Reach out to NLP professionals on LinkedIn.
-
Ask your professor or classmates for recommendations.
Review NLP Techniques
Show steps
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
Show steps
-
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
Show steps
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
Show steps
-
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
Show steps
-
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
Show steps
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
Show steps
-
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
Show steps
-
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
Show steps
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
Show steps
-
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
Show steps
Gain hands-on experience with Amazon Comprehend's NLP capabilities.
Browse courses on
Amazon Comprehend
Show steps
-
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
Show steps
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
Show steps
-
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
Show steps
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
Show steps
-
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
Show steps
Apply your skills by creating a practical application that leverages Amazon Comprehend's API.
Browse courses on
Amazon Comprehend
Show steps
-
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.
Review NLP Fundamentals
Show steps
Refreshing your knowledge of NLP fundamentals can help you prepare for this course and improve your understanding of the concepts covered.
Show steps
- Review your notes from previous NLP courses or tutorials.
- Read articles and blog posts about NLP.
- Watch videos about NLP.
Find an NLP Mentor
Show steps
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
Show steps
- Attend NLP meetups and conferences.
- Reach out to NLP professionals on LinkedIn.
- Ask your professor or classmates for recommendations.
Review NLP Techniques
Show steps
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
Show steps
- Read chapters 1-3 of the book.
- Complete the exercises at the end of each chapter.
Refresher on Python basic syntax and data structures
Show steps
Review the fundamentals of Python to ensure a solid foundation for the course.
Browse courses on
Python Programming
Show steps
- Review variables, data types, and operators.
- Practice basic data structures like lists, tuples, and dictionaries.
Complete the NLP with Python Tutorial
Show steps
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
Show steps
- Follow the steps in the tutorial.
- Complete the exercises at the end of each section.
Join a study group to discuss Amazon Comprehend
Show steps
Engage with fellow learners and exchange knowledge through a study group.
Browse courses on
Amazon Comprehend
Show steps
- 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
Show steps
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
Show steps
- 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
Show steps
Dive deeper into a specific feature of Amazon Comprehend through a guided tutorial.
Browse courses on
Amazon Comprehend
Show steps
- 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
Show steps
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
Show steps
- 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
Show steps
Gain hands-on experience with Amazon Comprehend's NLP capabilities.
Browse courses on
Amazon Comprehend
Show steps
- 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
Show steps
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
Show steps
- 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
Show steps
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
Show steps
- 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
Show steps
Apply your skills by creating a practical application that leverages Amazon Comprehend's API.
Browse courses on
Amazon Comprehend
Show steps
- 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.
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