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With Amazon Textract, you can automatically extract printed text, handwriting, and data from any scanned document.
Read more
With Amazon Textract, you can automatically extract printed text, handwriting, and data from any scanned document.
Read more
With Amazon Textract, you can automatically extract printed text, handwriting, and data from any scanned document.
In this course, you will learn the benefits and technical concepts of Amazon Textract. If you are new to the service, you will learn how to start using Amazon Textract through a demonstration using the AWS Management Console. You will learn about the native architecture and how the built-in features can help you automate document processing and act on the extracted information.
Register for this course and see more details by visiting:
OpenCourser.com/course/w34uqt/getting
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What's inside
Syllabus
Getting Started with Amazon Textract
With Amazon Textract, you can automatically extract printed text, handwriting, and data from any scanned document.
In this course, you will learn the benefits and technical concepts of Amazon Textract. If you are new to the service, you will learn how to start using Amazon Textract through a demonstration using the AWS Management Console. You will learn about the native architecture and how the built-in features can help you automate document processing and act on the extracted information.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides capabilities for automating document process and using extracted information
Introduces beginners to Amazon Textract
Taught by AWS instructors, who are recognized for their expertise in this field
Save this course
Save Getting Started with Amazon Textract to your list so you can find it easily later:
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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 Textract with these
activities:
Review Computer Vision Concepts
Show steps
Strengthen your understanding of computer vision concepts to enhance your comprehension of Amazon Textract's image analysis techniques.
Browse courses on
Computer Vision
Show steps
-
Study materials on computer vision algorithms
-
Review image processing techniques
-
Explore machine learning models used in computer vision
Review the basics of natural language processing
Show steps
Reviewing the basics of NLP will help you understand the concepts covered in this course more easily.
Browse courses on
Natural Language Processing
Show steps
-
Read through the course syllabus and identify the key concepts that will be covered.
-
Review your notes or textbooks from previous courses on NLP.
-
Complete any online tutorials or exercises that cover the basics of NLP.
Review concepts of OCR
Show steps
Brushing up on OCR will make you more familiar with the concepts behind Amazon Textract's core functionality.
Browse courses on
OCR
Show steps
-
Review the basics of OCR technology
-
Read articles or watch videos about OCR applications
-
Try out a simple OCR tool or API
15 other activities
Expand to see all activities and additional details
Show all 18 activities
Review Natural Language Processing
Show steps
Refresh your knowledge of natural language processing (NLP) to better understand how Amazon Textract analyzes text content.
Browse courses on
Natural Language Processing
Show steps
-
Study NLP algorithms and techniques
-
Review text classification and language modeling concepts
-
Explore machine learning models commonly used in NLP
Read 'Natural Language Processing with PyTorch'
Show steps
Supplement your understanding of natural language processing and machine learning by reading a specialized book that covers concepts relevant to Amazon Textract.
View
Natural Language Processing with PyTorch: Build...
on Amazon
Show steps
-
Purchase or borrow the book
-
Read chapters related to NLP and machine learning
-
Complete exercises and practice problems to reinforce your learning
Follow Amazon Textract Tutorials
Show steps
Enhance your understanding of Amazon Textract by following official tutorials that demonstrate practical applications.
Show steps
-
Visit the Amazon Textract documentation website
-
Select a tutorial based on your interests
-
Follow the tutorial instructions and complete the exercises
Follow along with online tutorials on Amazon Textract
Show steps
Following along with online tutorials will help you get started with Amazon Textract and learn how to use its features.
Browse courses on
Amazon Textract
Show steps
-
Search for online tutorials on Amazon Textract.
-
Choose a tutorial that covers the basics of Amazon Textract.
-
Follow along with the tutorial and complete the exercises.
Follow a tutorial on using Amazon Textract
Show steps
Hands-on experience will help you understand the practical aspects of using Amazon Textract.
Browse courses on
Amazon Textract
Show steps
-
Find a tutorial that covers the basics of Amazon Textract
-
Follow the tutorial step-by-step
-
Experiment with the code or examples provided in the tutorial
Analyze Sample Documents
Show steps
Practice extracting data from various types of sample documents to solidify your understanding of Amazon Textract's capabilities.
Show steps
-
Download sample documents from Amazon Textract
-
Use the AWS Management Console or SDK to analyze documents
-
Review the extracted text, key-value pairs, and tables
Extract Text and Data from Documents
Show steps
Enhance your understanding of Amazon Textract's features and practical applications by practicing text and data extraction from various documents.
Browse courses on
Document Processing
Show steps
-
Upload a document to Amazon Textract
-
Configure extraction settings
-
Analyze the extracted text and data
Extract text and data from documents using Amazon Textract
Show steps
Practice using Amazon Textract's APIs or SDKs to extract text and data from real-world documents.
Browse courses on
Amazon Textract
Show steps
-
Gather a variety of documents (e.g., invoices, receipts, contracts)
-
Use Amazon Textract to extract text and data from the documents
-
Validate the extracted text and data
Practice using Amazon Textract to extract text from documents
Show steps
Practicing using Amazon Textract will help you become more proficient in using its features and improve your understanding of how it works.
Browse courses on
Amazon Textract
Show steps
-
Gather a variety of documents, such as invoices, receipts, and contracts.
-
Use Amazon Textract to extract text from the documents.
-
Review the extracted text and make sure it is accurate.
Build a Document Analysis App
Show steps
Create a project that leverages Amazon Textract to extract data from documents and build a simple application demonstrating its use.
Show steps
-
Choose a document type to analyze
-
Set up the Amazon Textract service
-
Integrate Textract into your application
-
Build a user interface for document upload and analysis
Develop an Application Using Amazon Textract
Show steps
Solidify your skills by building an application that integrates Amazon Textract to solve a specific business problem or use case.
Browse courses on
Application Development
Show steps
-
Identify the problem or use case
-
Design the application architecture
-
Implement the Amazon Textract integration
-
Test and deploy the application
Build a simple application that integrates Amazon Textract
Show steps
Building an application will help you apply your knowledge of Amazon Textract to solve a real-world problem.
Browse courses on
Amazon Textract
Show steps
-
Identify a problem that can be solved using Amazon Textract
-
Design and develop an application that uses Amazon Textract to solve the problem
-
Test and deploy the application
Extract Data from a Legal Contract
Show steps
Apply your knowledge of Amazon Textract to extract crucial information from a legal contract, demonstrating the service's capabilities in real-world applications.
Browse courses on
Contract Management
Show steps
-
Obtain a sample legal contract
-
Use Amazon Textract to analyze the contract
-
Extract key data points such as names, dates, and clauses
-
Create a summary or table presenting the extracted data
Build a simple application that uses Amazon Textract to extract text from documents
Show steps
Building a simple application will help you apply your knowledge of Amazon Textract and gain experience in using it in a real-world scenario.
Browse courses on
Amazon Textract
Show steps
-
Choose a programming language and development environment.
-
Create a new project and add the necessary libraries.
-
Write code to integrate Amazon Textract into your application.
-
Test your application and make sure it works correctly.
Contribute to Open Source Textract Projects
Show steps
Engage with the open source community and deepen your understanding of Amazon Textract by contributing to open source projects that utilize the service.
Browse courses on
Amazon Textract
Show steps
-
Identify open source projects related to Amazon Textract
-
Review project documentation and code
-
Identify areas where you can contribute your skills
-
Submit pull requests or bug reports
Review Computer Vision Concepts
Show steps
Strengthen your understanding of computer vision concepts to enhance your comprehension of Amazon Textract's image analysis techniques.
Browse courses on
Computer Vision
Show steps
Show steps
Show steps
- Study materials on computer vision algorithms
- Review image processing techniques
- Explore machine learning models used in computer vision
Review the basics of natural language processing
Show steps
Reviewing the basics of NLP will help you understand the concepts covered in this course more easily.
Browse courses on
Natural Language Processing
Show steps
Show steps
Show steps
- Read through the course syllabus and identify the key concepts that will be covered.
- Review your notes or textbooks from previous courses on NLP.
- Complete any online tutorials or exercises that cover the basics of NLP.
Review concepts of OCR
Show steps
Brushing up on OCR will make you more familiar with the concepts behind Amazon Textract's core functionality.
Browse courses on
OCR
Show steps
Show steps
Show steps
- Review the basics of OCR technology
- Read articles or watch videos about OCR applications
- Try out a simple OCR tool or API
15 other activities
Expand to see all activities and additional details
Show all 18 activities
Review Natural Language Processing
Show steps
Refresh your knowledge of natural language processing (NLP) to better understand how Amazon Textract analyzes text content.
Browse courses on
Natural Language Processing
Show steps
Show steps
Show steps
- Study NLP algorithms and techniques
- Review text classification and language modeling concepts
- Explore machine learning models commonly used in NLP
Read 'Natural Language Processing with PyTorch'
Show steps
Supplement your understanding of natural language processing and machine learning by reading a specialized book that covers concepts relevant to Amazon Textract.
View
Natural Language Processing with PyTorch: Build...
on Amazon
Show steps
Show steps
Show steps
- Purchase or borrow the book
- Read chapters related to NLP and machine learning
- Complete exercises and practice problems to reinforce your learning
Follow Amazon Textract Tutorials
Show steps
Enhance your understanding of Amazon Textract by following official tutorials that demonstrate practical applications.
Show steps
Show steps
Show steps
- Visit the Amazon Textract documentation website
- Select a tutorial based on your interests
- Follow the tutorial instructions and complete the exercises
Follow along with online tutorials on Amazon Textract
Show steps
Following along with online tutorials will help you get started with Amazon Textract and learn how to use its features.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Search for online tutorials on Amazon Textract.
- Choose a tutorial that covers the basics of Amazon Textract.
- Follow along with the tutorial and complete the exercises.
Follow a tutorial on using Amazon Textract
Show steps
Hands-on experience will help you understand the practical aspects of using Amazon Textract.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Find a tutorial that covers the basics of Amazon Textract
- Follow the tutorial step-by-step
- Experiment with the code or examples provided in the tutorial
Analyze Sample Documents
Show steps
Practice extracting data from various types of sample documents to solidify your understanding of Amazon Textract's capabilities.
Show steps
Show steps
Show steps
- Download sample documents from Amazon Textract
- Use the AWS Management Console or SDK to analyze documents
- Review the extracted text, key-value pairs, and tables
Extract Text and Data from Documents
Show steps
Enhance your understanding of Amazon Textract's features and practical applications by practicing text and data extraction from various documents.
Browse courses on
Document Processing
Show steps
Show steps
Show steps
- Upload a document to Amazon Textract
- Configure extraction settings
- Analyze the extracted text and data
Extract text and data from documents using Amazon Textract
Show steps
Practice using Amazon Textract's APIs or SDKs to extract text and data from real-world documents.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Gather a variety of documents (e.g., invoices, receipts, contracts)
- Use Amazon Textract to extract text and data from the documents
- Validate the extracted text and data
Practice using Amazon Textract to extract text from documents
Show steps
Practicing using Amazon Textract will help you become more proficient in using its features and improve your understanding of how it works.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Gather a variety of documents, such as invoices, receipts, and contracts.
- Use Amazon Textract to extract text from the documents.
- Review the extracted text and make sure it is accurate.
Build a Document Analysis App
Show steps
Create a project that leverages Amazon Textract to extract data from documents and build a simple application demonstrating its use.
Show steps
Show steps
Show steps
- Choose a document type to analyze
- Set up the Amazon Textract service
- Integrate Textract into your application
- Build a user interface for document upload and analysis
Develop an Application Using Amazon Textract
Show steps
Solidify your skills by building an application that integrates Amazon Textract to solve a specific business problem or use case.
Browse courses on
Application Development
Show steps
Show steps
Show steps
- Identify the problem or use case
- Design the application architecture
- Implement the Amazon Textract integration
- Test and deploy the application
Build a simple application that integrates Amazon Textract
Show steps
Building an application will help you apply your knowledge of Amazon Textract to solve a real-world problem.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Identify a problem that can be solved using Amazon Textract
- Design and develop an application that uses Amazon Textract to solve the problem
- Test and deploy the application
Extract Data from a Legal Contract
Show steps
Apply your knowledge of Amazon Textract to extract crucial information from a legal contract, demonstrating the service's capabilities in real-world applications.
Browse courses on
Contract Management
Show steps
Show steps
Show steps
- Obtain a sample legal contract
- Use Amazon Textract to analyze the contract
- Extract key data points such as names, dates, and clauses
- Create a summary or table presenting the extracted data
Build a simple application that uses Amazon Textract to extract text from documents
Show steps
Building a simple application will help you apply your knowledge of Amazon Textract and gain experience in using it in a real-world scenario.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Choose a programming language and development environment.
- Create a new project and add the necessary libraries.
- Write code to integrate Amazon Textract into your application.
- Test your application and make sure it works correctly.
Contribute to Open Source Textract Projects
Show steps
Engage with the open source community and deepen your understanding of Amazon Textract by contributing to open source projects that utilize the service.
Browse courses on
Amazon Textract
Show steps
Show steps
Show steps
- Identify open source projects related to Amazon Textract
- Review project documentation and code
- Identify areas where you can contribute your skills
- Submit pull requests or bug reports
Career center
Learners who complete Getting Started with Amazon Textract will develop knowledge and skills
that may be useful to these careers:
Data Scientist
Data Scientist
A data scientist who can process data from documents can build more accurate and powerful models. This course in Amazon Textract will help you gain the skills you need to prepare data for analysis and modeling.
Market Researcher
Market Researcher
Market researchers can gain insights from data extracted from documents to make better decisions. This course in Amazon Textract will introduce you to the technology and its applications in market research, helping you improve the accuracy and efficiency of your research process.
Technical Writer
Technical Writer
Technical Writers can use Amazon Textract to automate document processing, improve data extraction, and enhance documentation processes. This course will give you the knowledge you need to understand the capabilities of Amazon Textract and how it can be used to transform your documentation practices.
Business Analyst
Business Analyst
A Business Analyst who understands how to process and utilize data extracted from documents can identify areas for business process improvement. This course helps build a strong foundation in Amazon Textract, a powerful tool for data extraction that can help you understand the contents of documents in a more efficient and automated way.
Knowledge Manager
Knowledge Manager
A knowledge manager who understands how to extract and utilize data from documents can better organize and manage knowledge within an organization. This course in Amazon Textract will help you develop the skills you need to automate document processing, improve data extraction, and enhance knowledge management processes.
Records Manager
Records Manager
Records managers can use Amazon Textract to automate document processing, improve data extraction, and enhance records management processes. This course will give you the knowledge you need to understand the capabilities of Amazon Textract and how it can be used to transform your records management practices.
Research Analyst
Research Analyst
Research Analysts often need to process and extract data from documents in order to understand current or historical trends. This course in Amazon Textract will provide you with the skills you need to use Amazon Textract to go beyond manual processes to automate and scale your work.
Software Developer
Software Developer
For Software Developers, Amazon Textract offers a range of opportunities to build innovative applications that leverage document processing and data extraction capabilities. This course will provide you with the knowledge and skills you need to integrate Amazon Textract into your applications.
IT Project Manager
IT Project Manager
An IT Project Manager who is familiar with Amazon Textract can more effectively manage projects that involve data extraction and processing. This course will give you the knowledge you need to understand the capabilities of Amazon Textract and how it can be used to improve project outcomes.
Web Developer
Web Developer
Web Developers can use Amazon Textract to add document processing and data extraction capabilities to their web applications. This course will provide you with the skills you need to integrate Amazon Textract into your web applications, enabling you to create more powerful and user-friendly experiences.
Information Security Analyst
Information Security Analyst
Information Security Analysts can use Amazon Textract to improve the security of their organization by automating document processing and data extraction. This course will give you the knowledge you need to understand the capabilities of Amazon Textract and how it can help you improve your organization's security posture.
UX Designer
UX Designer
UX designers can use Amazon Textract to improve the user experience for information-intensive applications. This course will introduce you to the concepts of data extraction and how Amazon Textract can be used to improve the accuracy and efficiency of your designs.
Information Architect
Information Architect
An Information Architect who understands the principles of data extraction can design systems that more effectively organize and store information. This course in Amazon Textract will introduce you to the technology and its capabilities, helping you create better information management systems.
Librarian
Librarian
Librarians who are familiar with Amazon Textract can improve their ability to catalog and manage documents, as well as provide more efficient and accurate information retrieval services to their patrons. This course will help you learn about the capabilities of Amazon Textract and how it can be used to automate document processing and improve your library's services.
Document Control Specialist
Document Control Specialist
An understanding of Amazon Textract can help a Document Control Specialist automate document processing and improve data entry tasks. This course may be a useful resource to help you learn the technology and improve your efficiency.
For more career information including salaries, visit:
OpenCourser.com/course/w34uqt/getting
Reading list
We've selected ten 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 Textract.
Save
Provides a comprehensive overview of deep learning, from its theoretical foundations to its practical applications. It covers a range of deep learning topics, including convolutional neural networks, recurrent neural networks, and generative adversarial networks.
Provides a comprehensive overview of machine learning, from a probabilistic perspective. It covers a range of machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
Provides a comprehensive overview of pattern recognition and machine learning, from a statistical perspective. It covers a range of pattern recognition and machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
Provides an introduction to deep learning, a type of machine learning that uses artificial neural networks. It covers a range of deep learning topics, including convolutional neural networks, recurrent neural networks, and generative adversarial networks.
Provides a practical introduction to machine learning, using Python as the programming language. It covers a range of machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
Provides a practical introduction to machine learning, using Python as the programming language. It covers a range of machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
Provides an introduction to data science, from data collection and cleaning to data analysis and visualization. It covers a range of data science topics, including statistics, machine learning, and deep learning.
Provides a comprehensive overview of machine learning, using R as the programming language. It covers a range of machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
Provides an introduction to machine learning, using Python as the programming language. It covers a range of machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
Provides a very basic introduction to machine learning, aimed at complete beginners. It covers a range of machine learning topics, including supervised learning, unsupervised learning, and reinforcement learning.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/w34uqt/getting
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Coursera
Institution
Amazon Web Services
Instructor
AWS Instructor
Language
English
Good to know
Provides capabilities for automating document process and using extracted information
Introduces beginners to Amazon Textract
Taught by AWS instructors, who are recognized for their expertise in this field
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