Automating Document Processing with AI in AWS
1h 41mIntermediate2025-07-14
Authors
Errol Hooper
Course details
Unlock the power of AI-driven automation with intelligent document processing in AWS. This course equips you with the skills to design and implement advanced document processing workflows using AWS AI services like Textract, Comprehend, and Step Functions. Learn to seamlessly integrate these services with tools such as Step Functions, Lambda, and DynamoDB, creating scalable, automated pipelines. Master strategies to build secure and cost-effective AI workflows, including robust security measures, governance practices, and cost optimization. Whether you're an AWS professional or a solutions architect, this course can help you elevate your ability to process documents intelligently and efficiently.
Skills covered
Cloud DevelopmentAmazon Web Services (AWS)AmazonGenerative AICloud ServicesCloud PlatformsArtificial Intelligence (AI)Cloud ComputingDeep Dive (X:Y)
Concepts
0. Introduction
- 01 - AI-powered document processing in AWS
- 02 - Prerequisites and setup checklist
1. Introduction to Intelligent Document Processing
- 03 - What is intelligent document processing
- 04 - Introduction to Amazon Textract
- 05 - Enhance document insights with Amazon Comprehend
2. Architecture Overview
- 06 - Design a scalable IDP solution
- 07 - AWS Step Functions for workflow orchestration
- 08 - Deep dive into document processing with Amazon Textract
3. Building and Automating Your Document Processing Workflow
- 09 - Build a document processing Lambda with Amazon Textract
- 10 - Build a data enhancement Lambda with Amazon Comprehend
- 11 - Write process results to Amazon DynamoDB with AWS Lambda
- 12 - Build a comprehensive workflow using AWS Step Functions
4. Configuring a Document Status Tracker
- 13 - Create a dynamic website using Amazon S3
- 14 - Expose DynamoDB data securely via AWS API Gateway
- 15 - Integrate an S3 hosted website front end with AWS API Gateway
5. Testing, Optimization, and Workflow Execution
- 16 - Test the workflow
- 17 - Debug and optimize the solution
Conclusion
- 18 - Unleash automated document processing possibilities