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Tag: SageMaker

Host the Spark UI on Amazon SageMaker Studio | Amazon Web Services

Amazon SageMaker offers several ways to run distributed data processing jobs with Apache Spark, a popular distributed computing framework for big data processing. You...

Perform time series forecasting using Amazon Redshift ML and Amazon Forecast | Amazon Web Services

Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. Tens of thousands of customers use Amazon Redshift to process exabytes...

AWS performs fine-tuning on a Large Language Model (LLM) to classify toxic speech for a large gaming company | Amazon Web Services

The video gaming industry has an estimated user base of over 3 billion worldwide1. It consists of massive amounts of players virtually interacting with...

Optimize data preparation with new features in AWS SageMaker Data Wrangler | Amazon Web Services

Data preparation is a critical step in any data-driven project, and having the right tools can greatly enhance operational efficiency. Amazon SageMaker Data Wrangler...

New features in AWS SageMaker Data Wrangler enhance data preparation for optimal performance

New features in AWS SageMaker Data Wrangler enhance data preparation for optimal performanceData preparation is a crucial step in any machine learning project. It...

Scale training and inference of thousands of ML models with Amazon SageMaker | Amazon Web Services

As machine learning (ML) becomes increasingly prevalent in a wide range of industries, organizations are finding the need to train and serve large numbers...

Exploring summarization options for Healthcare with Amazon SageMaker | Amazon Web Services

In today’s rapidly evolving healthcare landscape, doctors are faced with vast amounts of clinical data from various sources, such as caregiver notes, electronic health...

Build protein folding workflows to accelerate drug discovery on Amazon SageMaker | Amazon Web Services

Drug development is a complex and long process that involves screening thousands of drug candidates and using computational or experimental methods to evaluate leads....

Use Stable Diffusion XL with Amazon SageMaker JumpStart in Amazon SageMaker Studio | Amazon Web Services

Today we are excited to announce that Stable Diffusion XL 1.0 (SDXL 1.0) is available for customers through Amazon SageMaker JumpStart. SDXL 1.0 is...

How Patsnap used GPT-2 inference on Amazon SageMaker with low latency and cost | Amazon Web Services

This blog post was co-authored, and includes an introduction, by Zilong Bai, senior natural language processing engineer at Patsnap. You’re likely familiar with the...

Analyze rodent infestation using Amazon SageMaker geospatial capabilities | Amazon Web Services

Rodents such as rats and mice are associated with a number of health risks and are known to spread more than 35 diseases. Identifying...

Enel automates large-scale power grid asset management and anomaly detection using Amazon SageMaker | Amazon Web Services

This is a guest post by Mario Namtao Shianti Larcher, Head of Computer Vision at Enel. Enel, which started as Italy’s national entity for...

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