AWS Machine Learning Blog

JUNE 18, 2024

This represents a major opportunity for businesses to optimize this workflow, save time and money, and improve accuracy by modernizing antiquated manual document handling with intelligent document processing (IDP) on AWS. Data summarization using large language models (LLMs).

Automation 112

Automation IDP Generative AI Data Extraction 112

Flipboard

MARCH 22, 2023

Snowflake is an AWS Partner with multiple AWS accreditations, including AWS competencies in machine learning (ML), retail, and data and analytics. With this new feature, you can use your own identity provider (IdP) such as Okta , Azure AD , or Ping Federate to connect to Snowflake via Data Wrangler. Configure Snowflake.

IDP 123

IDP Data Scientist Categorization Data Quality 123

Unite.AI

JANUARY 29, 2025

AI/ML models continuously evolve, enhancing their accuracy in detecting and circumventing the impacts of advanced persistent threats (APTs) and zero-day vulnerabilities. AI Observe utilizes AI/ML algorithms to trigger security incident notifications based on the severity calculated using various parameters and variables for decision-making.

AI Strategy 130

AI Strategy Automation AI AI 130

AWS Machine Learning Blog

OCTOBER 24, 2023

Document processing has witnessed significant advancements with the advent of Intelligent Document Processing (IDP). With IDP, businesses can transform unstructured data from various document types into structured, actionable insights, dramatically enhancing efficiency and reducing manual efforts.

IDP 130

IDP LLM Prompt Engineer Prompt Engineering 130

AWS Machine Learning Blog

APRIL 7, 2025

n - Use clear and simple language, avoiding jargon unless it's necessary and explained." "nn4. n - Provide any partial information that is available, and explain what additional information would be needed to give a complete answer." "n Explains different logging configuration practices for AWS Network Firewall [1]n2.

Generative AI 69

Generative AI Explainability IDP LLM 69

ODSC - Open Data Science

OCTOBER 27, 2023

With Intelligent Document Processing (IDP) leveraging artificial intelligence (AI), the task of extracting data from large amounts of documents with differing types and structures becomes efficient and accurate. The following diagram is how we visualize these IDP phases. marketing materials, newspaper clips, and the list goes on.

IDP 98

IDP LLM Large Language Models Data Science 98

AWS Machine Learning Blog

FEBRUARY 21, 2025

Rule-based systems or specialized machine learning (ML) models often struggle with the variability of real-world documents, especially when dealing with semi-structured and unstructured data. Give an explantion on why each tool was used and if you are not using a tool, explain why it was not used as well" + "Think step by step.")

Categorization 81

Categorization IDP Generative AI Automation 81