Tag: invokes
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How VMware built an MLOps pipeline from scratch using GitLab, Amazon MWAA, and Amazon SageMaker
This post is co-written with Mahima Agarwal, Machine Learning Engineer, and Deepak Mettem, Senior Engineering Manager, at VMware Carbon Black VMware Carbon Black is...
Architect personalized generative AI SaaS applications on Amazon SageMaker
The AI landscape is being reshaped by the rise of generative models capable of synthesizing high-quality data, such as text, images, music, and videos....
How Marubeni is optimizing market decisions using AWS machine learning and analytics
This post is co-authored with Hernan Figueroa, Sr. Manager Data Science at Marubeni Power International. Marubeni Power International Inc (MPII) owns and invests in...
Accelerate disaster response with computer vision for satellite imagery using Amazon SageMaker and Amazon Augmented AI
In recent years, advances in computer vision have enabled researchers, first responders, and governments to tackle the challenging problem of processing global satellite...
Achieve high performance at scale for model serving using Amazon SageMaker multi-model endpoints with GPU
Amazon SageMaker multi-model endpoints (MMEs) provide a scalable and cost-effective way to deploy a large number of machine learning (ML) models. It gives you...
Scaling Large Language Model (LLM) training with Amazon EC2 Trn1 UltraClusters
Modern model pre-training often calls for larger cluster deployment to reduce time and cost. At the server level, such training workloads demand faster compute...
These aren’t the apps you’re looking for: fake installers targeting Southeast and East Asia
ESET researchers have identified a campaign using trojanized installers to deliver the FatalRAT malware, distributed via malicious websites linked in ads that appear...
Explain text classification model predictions using Amazon SageMaker Clarify
Model explainability refers to the process of relating the prediction of a machine learning (ML) model to the input feature values of an instance...
Analysis of Smart Contract Security Practices by DevelopersÂ
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Since DeFi started skyrocketing, a new wave of smart contract attacks leading to the loss of hundreds of millions of...
Multilingual customer support translation made easy on Salesforce Service Cloud using Amazon Translate
This post was co-authored with Mark Lott, Distinguished Technical Architect, Salesforce, Inc. Enterprises that operate globally are experiencing challenges sourcing customer support professionals with...
Best practices for load testing Amazon SageMaker real-time inference endpoints
Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and easily build and train ML...
Get smarter search results with the Amazon Kendra Intelligent Ranking and OpenSearch plugin
If you’ve had the opportunity to build a search application for unstructured data (i.e., wiki, informational web sites, self-service help pages, internal documentation, etc.)...