Flipboard

OCTOBER 25, 2023

After decades of digitizing everything in your enterprise, you may have an enormous amount of data, but with dormant value. However, with the help of AI and machine learning (ML), new software tools are now available to unearth the value of unstructured data. The solution integrates data in three tiers.

ML 132

ML Metadata AI AI 132

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).

ML 67

ML Metadata Data Ingestion Data Extraction 67

AWS Machine Learning Blog

MAY 21, 2024

It combines text, table, and image (including chart) data into a unified vector representation, enabling cross-modal understanding and retrieval. These embeddings represent textual and visual data in a numerical format, which is essential for various natural language processing (NLP) tasks.

Natural Language Processing 96

Natural Language Processing Metadata ML NLP 96

AWS Machine Learning Blog

AUGUST 16, 2023

MLOps is a key discipline that often oversees the path to productionizing machine learning (ML) models. MLOps tooling helps you repeatably and reliably build and simplify these processes into a workflow that is tailored for ML. It’s natural to focus on a single model that you want to train and deploy.

Metadata 70

Metadata Data Scientist ML Python 70

John Snow Labs

MAY 24, 2023

Likewise, almost 80% of AI/ML projects stall at some stage before deployment. Developing a machine learning model requires a big amount of training data. Therefore, the data needs to be properly labeled/categorized for a particular use case. Therefore, the data needs to be properly labeled/categorized for a particular use case.

Natural Language Processing 52

Natural Language Processing NLP Machine Learning Auto-classification 52

AWS Machine Learning Blog

MAY 7, 2024

SageMaker JumpStart is a machine learning (ML) hub with foundation models (FMs), built-in algorithms, and prebuilt ML solutions that you can deploy with just a few clicks. Prompt engineering relies on large pretrained language models that have been trained on massive amounts of text data. .*"

Prompt Engineer 89

Prompt Engineer Prompt Engineering Large Language Models LLM 89

AWS Machine Learning Blog

NOVEMBER 21, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. AnalyzeDocument Layout is a new feature that allows customers to automatically extract layout elements such as paragraphs, titles, subtitles, headers, footers, and more from documents.

Generative AI 81

Generative AI LLM AI AI 81