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Tag: dataset

Introducing AWS AI Service Cards: A new resource to enhance transparency and advance responsible AI

Artificial intelligence (AI) and machine learning (ML) are some of the most transformative technologies we will encounter in our generation—to tackle business and societal...

Busy GPUs: Sampling and pipelining method speeds up deep learning on large graphs

Graphs, a potentially extensive web of nodes connected by edges, can be used to express and interrogate relationships between data, like social connections, financial...

What is Proof of Reserves? A Beginner’s Guide

In light of recent events in the crypto industry, it’s becoming increasingly important for Kraken clients and industry participants to understand the significance of...

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...

Apply fine-grained data access controls with AWS Lake Formation and Amazon EMR from Amazon SageMaker Studio

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that enables data scientists and developers to perform every step...

AWS Cloud technology for near-real-time cardiac anomaly detection using data from wearable devices

Cardiovascular diseases (CVDs) are the number one cause of death globally: more people die each year from CVDs than from any other cause. The...

Meta’s Cicero chatbot can probably beat you at Diplomacy

Meta researchers have developed an artificial intelligence system called Cicero that can play the classic strategy game Diplomacy at a level comparable to most...

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,...

This AI Supercomputer Has 13.5 Million Cores—and Was Built in Just Three Days

Artificial intelligence is on a tear. Machines can speak, write, play games, and generate original images, video, and music. But as AI’s capabilities have...

Implementing Amazon Forecast in the retail industry: A journey from POC to production

Amazon Forecast is a fully managed service that uses statistical and machine learning (ML) algorithms to deliver highly accurate time-series forecasts. Recently, based on...

Generate cold start forecasts for products with no historical data using Amazon Forecast, now up to 45% more accurate

Now with Amazon Forecast, you can generate up to 45% more accurate forecasts for products with no historical data. Forecast is a managed service...

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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