AWS Machine Learning Blog

NOVEMBER 22, 2023

An IDP project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. Use automation to simulate different scenarios or recreate scenarios that led to failure before.

IDP 99

IDP Automation Machine Learning ML 99

AWS Machine Learning Blog

NOVEMBER 22, 2023

An IDP pipeline usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific terms or words. This not only minimizes the potential for human error but also paves the way for seamless integration of new data sources and processing techniques.

IDP 102

IDP Data Extraction Machine Learning Auto-classification 102

AWS Machine Learning Blog

DECEMBER 5, 2023

Customers can create the custom metadata using Amazon Comprehend , a natural-language processing (NLP) service managed by AWS to extract insights about the content of documents, and ingest it into Amazon Kendra along with their data into the index. For example, metadata can be used for filtering and searching.

Metadata 117

Metadata Auto-classification Auto-complete Content Enrichment 117