Developing and Integrating with Amazon Textract Course Overview

Minimum Prerequisites for the Developing and Integrating with Amazon Textract Course:

To ensure participants are well-prepared for the Developing and Integrating with Amazon Textract course, the following prerequisites are recommended:

• Basic Knowledge of AWS: Familiarity with AWS services and the AWS Management Console.

  
  
  • Recommended Resource: AWS Cloud Practitioner Essentials

• Programming Skills: Proficiency in Python, as the workshop will involve using the Boto3 library for interacting with Amazon Textract.

  
  
  • Recommended Resource: Python Programming Introduction

• Understanding of OCR and Document Processing: Basic concepts of Optical Character Recognition (OCR) and how document processing works.

  
  
  • Recommended Resource: Introduction to OCR

These prerequisites will help you maximize your learning and fully engage with the course content and hands-on exercises.

Target Audience for Developing and Integrating with Amazon Textract

The "Developing and Integrating with Amazon Textract" course empowers IT professionals with the skills to effectively leverage Textract for automated text and data extraction, integration, and optimization.

• IT Professionals
• Data Scientists
• Data Engineers
• Software Developers
• AWS Solution Architects
• IT Managers
• Machine Learning Engineers
• AI Developers
• OCR Specialists
• Document Management Professionals
• Cloud Developers
• System Integrators
• Technical Consultants
• Application Developers
• DevOps Engineers
• Digital Transformation Officers
• Business Analysts in Tech Industry

Learning Objectives - What you will Learn in this Developing and Integrating with Amazon Textract?

Course Introduction:

The Developing and Integrating with Amazon Textract course equips participants with skills to automate text and data extraction from documents using Textract. Attendees will learn to integrate Textract with Python applications and other AWS services effectively.

Learning Objectives and Outcomes:

• Understanding Textract's key concepts, features, and benefits.
• Proficient use of Textract's OCR, form, and table extraction capabilities.
• Mastering text and data extraction methods from PDFs and images.
• Implementing key-value pair and table data extraction techniques.
• Detecting signatures and analyzing documents through practical exercises.
• Utilizing query-based extraction for precise data retrieval.
• Integrating Textract API with Python applications using Boto3.
• Customizing and tuning Textract with adapters for specific use cases.
• Measuring Textract performance using precision, recall, and F-score metrics.
• Developing an end-to-end document processing pipeline with Textract and other AWS services like EC2, S3, and DynamoDB.