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0 CommentsAs a woman working in information technology (IT) for many years, it has always been close to my heart to challenge long-standing gender stereotypes and inspire more young learners to consider a career in tech. With artificial intelligence (AI) and machine learning (ML) defining the future of technology, this future also depends on diverse representation. […]
0 CommentsOur mission at AWS is to make machine learning (ML) more accessible. Through many conversations over the past years, I learned about barriers that many ML beginners face. Existing ML environments are often too complex for beginners, or too limited to support modern ML experimentation. Beginners want to quickly start learning and not worry about […]
0 CommentsToday, we’re pleased to announce Amazon SageMaker Inference Recommender — a brand-new Amazon SageMaker Studio capability that automates load testing and optimizes model performance across machine learning (ML) instances. Ultimately, it reduces the time it takes to get ML models from development to production and optimizes the costs associated with their operation. Until now, no […]
0 CommentsToday, we’re pleased to announce Amazon SageMaker Training Compiler, a new Amazon SageMaker capability that can accelerate the training of deep learning (DL) models by up to 50%. As DL models grow in complexity, so too does the time it can take to optimize and train them. For example, it can take 25,000 GPU-hours to […]
0 CommentsToday, we’re very excited to offer three new enhancements to our Amazon SageMaker Studio service. As of now, users of SageMaker Studio can create, terminate, manage, discover, and connect to Amazon EMR clusters running within a single AWS account and in shared accounts across an organization—all directly from SageMaker Studio. Furthermore, SageMaker Studio Notebook users […]
0 CommentsThe scenario is all-too-familiar: There’s a security breach, and afterward, the affected organization asks what it must do to better protect its data. But what if that organization never collected and stored that sensitive information in the first place? Often, the best defense against an embarrassing and costly breach is to collect only data that […]
0 CommentsBetween burnout, job-hopping and the ongoing pandemic, labor shortages will surely get worse before they get better, and automation is increasingly sought after as a way to mitigate the ripple effects of understaffed IT departments. For DevOps, automation has several benefits, from freeing up employees to work on more constructive tasks to minimizing software bugs […]
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