How Zalando optimized large-scale inference and streamlined ML operations on Amazon SageMaker

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https://arxiv... https://arxiv... https://utd-ir... Depending on the complexity of the problem and the structure of underlying data, the predictive models at Zalando range from simple statistical averages, over tree-based models to a Transformer-based deep learning architecture (Kunz et al... Regardless of the models used, they all include data preprocessing, training, and inference over several...

Unleashing Stability AI’s most advanced text-to-image models for media, marketing and advertising: Revolutionizing creative workflows

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At the forefront of this revolution is Stability AI’s  family of cutting-edge text-to-image AI models... These models promise to transform the way we approach visual content creation, empowering large media, advertising, and entertainment organizations to tackle real-world business use cases with efficiency and creativity... Overview Amazon Bedrock recently launched three new models by Stabi...

Introducing Express brokers for Amazon MSK to deliver high throughput and faster scaling for your Kafka clusters

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Today, we’re announcing the general availability of Express brokers, a new broker type for Amazon Managed Streaming for Apache Kafka (Amazon MSK)... It’s designed to deliver up to three times more throughput per-broker, scale up to 20 times faster, and reduce recovery time by 90 percent as compared to Standard brokers running Apache Kafka... Express brokers come preconfigured with Kafka best p...

Build a multi-tenant generative AI environment for your enterprise on AWS

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To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle... In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs)... Our solution uses Amazon Bedrock, a fu...

Unlocking the future: Azure networking updates on security, reliability, and high availability

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Microsoft Azure’s networking services uniquely empower businesses to capitalize on this digital evolution... Our latest enhancements strengthen core network capabilities: reinforcing security, performance, and reliability for mission-critical applications running in the cloud...We are excited to share with you our latest announcements and advancements that strengthen the core network ...

6 insights to make your data AI-ready, with Accenture’s Teresa Tung

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We can capture it in a semantic layer or a domain knowledge graph...  Without a strong digital core, you don’t have the proverbial eyes to see, brain to think, or hands to act... Learn why a strong data and AI foundation is essential to every organization’s success, today and tomorrow...The business value of proprietary data  The importance of unstructured dataTh...

Risk-On Sentiment For US Stocks Accelerates

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Following weak periods in August and September, the ratio for an aggressive mix of global assets (AOA) vs...The risk appetite for US equities, however, rebounded sharply, based on the ratio for a broad equities ETF (SPY) vs...Note, too, that the ratio for semi stocks (SMH) vs...On the other hand, the ratio for safe-haven utilities (XLU) vs... The ratio for medi...