Generative Data Intelligence

Tag: training data

Build a robust text-based toxicity predictor

With the growth and popularity of online social platforms, people can stay more connected than ever through tools like instant messaging. However, this raises...

You get the internet you deserve

Comment To see where this dumptruck is heading, let's first follow the trail of debris. It's difficult to track back, but the impacts of internet...

Introducing one-step classification and entity recognition with Amazon Comprehend for intelligent document processing

“Intelligent document processing (IDP) solutions extract data to support automation of high-volume, repetitive document processing tasks and for analysis and insight. IDP uses natural...

Illustrative notebooks in Amazon SageMaker JumpStart

Amazon SageMaker JumpStart is the Machine Learning (ML) hub of SageMaker providing pre-trained, publicly available models for a wide range of problem types to...

Operationalize your Amazon SageMaker Studio notebooks as scheduled notebook jobs

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In addition to...

Better Language Models Without Massive Compute

Posted by Jason Wei and Yi Tay, Research Scientists, Google Research, Brain Team In recent years, language models (LMs) have become more prominent in natural...

Enterprise administrative controls, simple sign-up, and expanded programming language support for Amazon CodeWhisperer

Amazon CodeWhisperer is a machine learning (ML)-powered service that helps improve developer productivity by generating code recommendations based on developers’ prior code and comments....

Optimize hyperparameters with Amazon SageMaker Automatic Model Tuning

Machine learning (ML) models are taking the world by storm. Their performance relies on using the right training data and choosing the right model...

Deep-learning system identifies difficult-to-detect brain metastases

Researchers at Duke University Medical Center have developed a deep-learning-based computer-aided detection (CAD) system to identify difficult-to-detect brain metastases on MR...

AI Reveals New Possibilities in Matrix Multiplication

IntroductionMathematicians love a good puzzle. Even something as abstract as multiplying matrices (two-dimensional tables of numbers) can feel like a game when you try...

Identifying landmarks with Amazon Rekognition Custom Labels

Amazon Rekognition is a computer vision service that makes it simple to add image and video analysis to your applications using proven, highly scalable,...

Identify key insights from text documents through fine-tuning and HPO with Amazon SageMaker JumpStart

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming...

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