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To simplify access to Parquet files, Amazon SageMaker Canvas has added data import capabilities from over 40 data sources, including Amazon Athena, which supports Apache Parquet…
Canvas provides connectors to AWS data sources such as Amazon Simple Storage Service (Amazon S3), Athena, and Amazon Redshift… In this post, we describe how to query Parquet files with Athena using AWS Lake Formati…

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Amazon SageMaker Automatic Model Tuning has introduced Autotune, a new feature to automatically choose hyperparameters on your behalf… This provides an accelerated and more efficient way to find hyperparameter ranges, and can provide significant optimized budget and time management for your automatic model tuning jobs…
Hyperparameter overview
When training any machine learning (ML) model, yo…

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We have all heard about the progress being made in the field of large language models (LLMs) and the ever-growing number of problem sets where LLMs are providing valuable insights… Large models, when trained over massive datasets and several tasks, are also able to generalize well over tasks that they aren’t trained specifically for… Such models are called foundation models, a term first p…

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The new eBook includes best practices for addressing the security and compliance risks associated with messaging apps…09 billion mobile phone users access messaging apps to communicate, and this figure is projected to grow to 3… Although consumer messaging apps are convenient and support real-time communication with colleagues, customers, and partners, they often lack the robust security and …

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However, to avoid fines, damaged business reputation, and even jail time, global businesses must comply with minimum wage requirements in each jurisdiction in which they operate…
Understanding minimum wage requirements worldwide is also critical for measuring total employee costs as you plan for and build a distributed workforce…
Read this guide for a breakdown of minimum wage requirements by…

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Introducing AWS DMS Serverless Today, I’m excited to tell you about AWS DMS Serverless, a new serverless option in AWS DMS that automatically sets up, scales, and manages migration resources to make your database migrations easier and more cost-effective…
Here’s a quick preview on how AWS DMS Serverless works:

AWS DMS Serverless removes the guesswork of figuring out required compute re…