Marktechpost

MARCH 12, 2024

Database metadata can be expressed in various formats, including schema.org and DCAT. Unfortunately, these formats weren’t made with machine learning data in mind. Google has recently introduced Croissant, a new format for metadata in ML-ready datasets. Users can then publish their datasets.

Metadata 113

Metadata Machine Learning ML Data Discovery 113

IBM Journey to AI blog

APRIL 10, 2023

That is, it should support both sound data governance —such as allowing access only by authorized processes and stakeholders—and provide oversight into the use and trustworthiness of AI through transparency and explainability.

ESG 235

ESG Metadata AI AI 235

IBM Journey to AI blog

JANUARY 18, 2023

Data platform architecture has an interesting history. A read-optimized platform that can integrate data from multiple applications emerged. In another decade, the internet and mobile started the generate data of unforeseen volume, variety and velocity. It required a different data platform solution.

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Data Platform ETL Metadata Data Discovery 130

Heartbeat

DECEMBER 7, 2023

This data source may be related to the sales sector, the manufacturing industry, finance, health, and R&D… Briefly, I am talking about a field-specific data source. The domain of the data. Regardless, the data fabric must be consistent for all its components. Data fabric needs metadata management maturity.

Metadata 52

Metadata Data Platform Deep Learning Data Quality 52

AWS Machine Learning Blog

AUGUST 4, 2023

You will see an Amazon Simple Storage Service (Amazon S3) link to a metadata file. To discover the schema to be used while invoking the API from Einstein Studio, choose Information in the navigation pane of the Model Registry. Copy and paste the link into a new browser tab URL. Let’s look at the file without downloading it.

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ML Categorization AI AI 78

IBM Journey to AI blog

AUGUST 17, 2023

Year after year, IBM Consulting works with the United States Tennis Association (USTA) to transform massive amounts of data into meaningful insight for tennis fans. This year, the USTA is using watsonx , IBM’s new AI and data platform for business.

Generative AI 237

Generative AI Metadata AI AI 237

AWS Machine Learning Blog

OCTOBER 20, 2023

Data lake foundations This module helps data lake admins set up a data lake to ingest data, curate datasets, and use the AWS Lake Formation governance model for managing fine-grained data access across accounts and users using a centralized data catalog, data access policies, and tag-based access controls.

ML 101

ML Data Scientist ML Engineer Data Science 101