AWS Machine Learning Blog

OCTOBER 28, 2024

Athena returns the queried data from BigQuery to SageMaker Canvas, where you can use it for ML model training and development purposes within the no-code interface.

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Machine Learning Machine Learning ML ML 115

Towards AI

FEBRUARY 10, 2023

The Myth of Clean Tech: Cloud Data Centers The data center has been a critical component of improvements in computing. In 2018, OpenAI released an analysis showing that since 2012, the amount of computing used in the largest AI training runs has been increasing exponentially, with a doubling time of 3–4 months [8].

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AI AI Natural Language Processing Artificial Intelligence 97

AWS Machine Learning Blog

MAY 21, 2025

By isolating data at the account level, software companies can enforce strict security boundaries, help prevent cross-customer data leaks, and support adherence with industry regulations such as HIPAA or GDPR with minimal risk. The IAM role can have assigned one or more policies.

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AWS AI AI ML 111

Smart Data Collective

OCTOBER 17, 2022

In fact, you may have even heard about IDC’s new Global DataSphere Forecast, 2021-2025 , which projects that global data production and replication will expand at a compound annual growth rate of 23% during the projection period, reaching 181 zettabytes in 2025. zettabytes of data in 2020, a tenfold increase from 6.5

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Big Data Big Data Data Engineering Data Engineering 119

AWS Machine Learning Blog

JULY 17, 2023

Amazon Redshift is a fully managed, fast, secure, and scalable cloud data warehouse. Organizations often want to use SageMaker Studio to get predictions from data stored in a data warehouse such as Amazon Redshift. On the Select trusted entity page, select Custom trust policy.

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Clustering AWS ML ML 93

Alation

DECEMBER 15, 2022

December 2012: Alation forms and goes to work creating the first enterprise data catalog. Later, in its inaugural report on data catalogs, Forrester Research recognizes that “Alation started the MLDC trend.”. Here’s a timeline view of what the market has said about Alation since our founding: Timeline: 10 Years of Alation.

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Data Governance Data Quality Data Warehouse Data Scientist 52

Flipboard

AUGUST 17, 2023

Amazon Redshift is the most popular cloud data warehouse that is used by tens of thousands of customers to analyze exabytes of data every day. Next, create a policy for SageMaker to access Amazon Redshift by getting its cluster credentials, and attach the policy to the SageMaker IAM role.

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ML ML AWS Data Warehouse 123