Accelerate your ML lifecycle using the new and improved Amazon SageMaker Python SDK – Part 2: ModelBuilder

TutoSartup excerpt from this article:
1 8B model on a custom dataset... In this post, we look at the enhancements to the ModelBuilder class, which lets you seamlessly deploy a model from ModelTrainer to a SageMaker endpoint, and provides a single interface for multiple deployment configurations... In November 2023, we launched the ModelBuilder class (see Package and deploy models faster with new tools and guided workflows in Amazon S...

Accelerate your ML lifecycle using the new and improved Amazon SageMaker Python SDK – Part 1: ModelTrainer

TutoSartup excerpt from this article:
In this two-part series, we introduce the abstracted layer of the SageMaker Python SDK that allows you to train and deploy machine learning (ML) models by using the new ModelTrainer and the improved ModelBuilder classes... In this post, we focus on the ModelTrainer class for simplifying the training experience... We show you how to use the ModelTrainer class to train your ML models, which inclu...

Amazon Q Apps supports customization and governance of generative AI-powered apps

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We are excited to announce new features that allow creation of more powerful apps, while giving more governance control using Amazon Q Apps, a capability within Amazon Q Business that allows you to create generative AI-powered apps based on your organization’s data... In this post, we examine how these features enhance the capabilities of Amazon Q Apps... We explore the new customization option...

10-Year US Treasury Yield ‘Fair Value’ Estimate: 12 December 2024

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The market premium for the US 10-year Treasury yield continued to rebound in November vs...The current market premium over the average fair value (based on the average of three models) edged up to 91 basis points last month...The backup in the market premium over the average fair-value estimate comes at a time of increased speculation about the path ahead for inflation and uncert...

Macro Briefing: 12 December 2024

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Mortgage refinancing surged following another drop in mortgage rates last week...” European Central Bank is expected cut interest rates again today... The rise in the US dollar recently, along with a “confluence of bad news”, have led to the biggest sell-off in emerging market currencies since the Federal Reserve started raising interest rates two years ago...US consumer inflation edged hig...

Now Available – Second-Generation FPGA-Powered Amazon EC2 instances (F2)

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Equipped with up to eight AMD Field-Programmable Gate Arrays (FPGAs), AMD EPYC (Milan) processors with up to 192 cores, High Bandwidth Memory (HBM), up to 8 TiB of SSD-based instance storage, and up to 2 TiB of memory, the new F2 instances are available in two sizes, and are ready to accelerate your genomics, multimedia processing, big data, satellite communication, networking, silicon simulation,...

Securing the future: building a culture of security

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This highlights the importance of human-layer defenses in an organization’s security strategy... In addition to technology, tools, and processes, security requires awareness and action from everyone in an organization to recognize anomalies, escalate potential issues, and ultimately, mitigate risk... Organizations that invest in a culture of security see better employee adoption of security co...