Data Classification Document ML 
AWS Machine Learning Blog
NOVEMBER 1, 2023
Organizations can search for PII using methods such as keyword searches, pattern matching, data loss prevention tools, machine learning (ML), metadata analysis, data classification software, optical character recognition (OCR), document fingerprinting, and encryption.
AWS Machine Learning Blog
AUGUST 3, 2023
Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Traditional document processing solutions are manual, expensive, error prone, and difficult to scale. Generative AI is driven by large ML models called foundation models (FMs).
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Towards AI
MAY 3, 2023
They investigate the most suitable algorithms, identify the best weights and hyperparameters, and might even collaborate with fellow data scientists in the community to develop an effective strategy. This is where ML CoPilot enters the scene. Vector databases can store them and are designed for search and data mining.
AWS Machine Learning Blog
MARCH 29, 2023
In this post, we discuss how the IEO developed UNDP’s artificial intelligence and machine learning (ML) platform—named Artificial Intelligence for Development Analytics (AIDA)— in collaboration with AWS, UNDP’s Information and Technology Management Team (UNDP ITM), and the United Nations International Computing Centre (UNICC).
AWS Machine Learning Blog
MARCH 27, 2025
In this post, we explore how you can use Amazon Bedrock to generate high-quality categorical ground truth data, which is crucial for training machine learning (ML) models in a cost-sensitive environment. This use case, solvable through ML, can enable support teams to better understand customer needs and optimize response strategies.
Alation
FEBRUARY 10, 2022
Data classification is necessary for leveraging data effectively and efficiently. Effective data classification helps mitigate risk, maintain governance and compliance, improve efficiencies, and help businesses understand and better use data. Manual Data Classification. Labeling the asset.
AWS Machine Learning Blog
SEPTEMBER 24, 2024
Legal professionals often spend a significant portion of their work searching through and analyzing large documents to draw insights, prepare arguments, create drafts, and compare documents. AWS AI and machine learning (ML) services help address these concerns within the industry.
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