AWS Machine Learning Blog

DECEMBER 5, 2023

Enterprises may want to add custom metadata like document types (W-2 forms or paystubs), various entity types such as names, organization, and address, in addition to the standard metadata like file type, date created, or size to extend the intelligent search while ingesting the documents.

Metadata 117

Metadata Auto-classification Auto-complete Content Enrichment 117

Unite.AI

JUNE 11, 2024

Second, the White-Box Preset implements simple interpretable algorithms such as Logistic Regression instead of WoE or Weight of Evidence encoding and discretized features to solve binary classification tasks on tabular data. The third component are the multiple machine learning pipelines stacked and/or blended to get a single prediction.

Auto-classification 263

Auto-classification Machine Learning Data Scientist Metadata 263

AWS Machine Learning Blog

NOVEMBER 14, 2024

However, model governance functions in an organization are centralized and to perform those functions, teams need access to metadata about model lifecycle activities across those accounts for validation, approval, auditing, and monitoring to manage risk and compliance. region_name ram_client = boto3.client('ram')

ML 87

ML Auto-complete Machine Learning Auto-classification 87

AWS Machine Learning Blog

OCTOBER 8, 2024

All other columns in the dataset are optional and can be used to include additional time-series related information or metadata about each item. It provides a straightforward way to create high-quality models tailored to your specific problem type, be it classification, regression, or forecasting, among others.

Machine Learning 89

Machine Learning Auto-complete Auto-classification Metadata 89

John Snow Labs

MAY 24, 2023

Therefore, the data needs to be properly labeled/categorized for a particular use case. It allows text classification with multiple categories and offers text annotation for any script or language. Based on an auto-scaling architecture powered by Kubernetes, NLP Lab can scale to many teams and projects.

Natural Language Processing 52

Natural Language Processing NLP Machine Learning Auto-classification 52