AWS Machine Learning Blog

MARCH 20, 2025

Asure chose this approach because it provided in-depth consumer analytics, categorized call transcripts around common themes, and empowered contact center leaders to use natural language to answer queries. The original PCA post linked previously shows how Amazon Transcribe and Amazon Comprehend are used in the metadata generation pipeline.

Generative AI 74

Generative AI Metadata AI AI 74

AWS Machine Learning Blog

JUNE 25, 2024

Manually analyzing and categorizing large volumes of unstructured data, such as reviews, comments, and emails, is a time-consuming process prone to inconsistencies and subjectivity. We provide a prompt example for feedback categorization. Extracting valuable insights from customer feedback presents several significant challenges.

Automation 119

Automation Prompt Engineering Prompt Engineer Categorization 119

AWS Machine Learning Blog

NOVEMBER 15, 2023

After a few minutes, a transcript is produced with Amazon Transcribe Call Analytics and saved to another S3 bucket for processing by other business intelligence (BI) tools. PCA also offers a web-based user interface that allows customers to browse call transcripts.

Data Ingestion 118

Data Ingestion Metadata NLP Data Scientist 118

AWS Machine Learning Blog

MAY 10, 2023

Business analysts play a pivotal role in facilitating data-driven business decisions through activities such as the visualization of business metrics and the prediction of future events. You can add metadata to the policy by attaching tags as key-value pairs, then choose Next: Review. Choose Next: Tags.

ML 88

ML Data Analysis Machine Learning Metadata 88

Artificial Corner

JUNE 6, 2023

Data warehouses were designed to support business intelligence activities, providing a centralized data source for reporting and analysis. This multidimensional analysis capability makes OLAP ideal for business intelligence applications, where users must analyze data from various perspectives.

Data Mining 52

Data Mining Big Data ETL Machine Learning 52

Bugra Akyildiz

AUGUST 10, 2024

The resulting learned embeddings and associated metadata as features is then inputted to a survival model for predicting 10-year incidence of major adverse cardiac events. Evidence is an open-source, code-based alternative to drag-and-drop business intelligence tools. It has a great project page as well.

BERT 59

BERT Large Language Models Categorization Deep Learning 59

AWS Machine Learning Blog

NOVEMBER 14, 2024

Technical tags – These provide metadata about resources. The AWS reserved prefix aws: tags provide additional metadata tracked by AWS. Business tags – These represent business-related attributes, not technical metadata, such as cost centers, business lines, and products.

ML 100

ML Metadata Automation Machine Learning 100