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Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets

AWS Machine Learning

Multi-modal data is a valuable component of the financial industry, encompassing market, economic, customer, news and social media, and risk data. One of the ways to handle multi-modal data that is gaining popularity is the use of multi-modal agents.

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2022 Energy & Utilities Outlook

West Monroe

In turn, utility decarbonization goals require continued investments in several areas, including energy efficiency, demand response, and renewable energy resources; beneficial electrification; alternative transportation; and cyber protection as more technologies are added to the grid and the grid becomes more dynamic. The challenge.

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2022 Healthcare & Life Sciences Outlook

West Monroe

As the industry looks ahead to 2022, three themes stand out above the rest: costs, consumerism, and growth. This digital movement is what connects our three themes of costs, consumerism, and growth—each of which will influence every facet of healthcare operations in 2022 (and beyond).

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37 best business opportunities to explore in 2023

BirdEye

Freelance writing Even with all the technology that has transformed our everyday lives, written words still drive communication between people and businesses. Success in this venture requires strong communication skills and an understanding of the job search and hiring process. Courier/transport service 4. Pet care 2.

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Improve price performance of your model training using Amazon SageMaker heterogeneous clusters

AWS Machine Learning

To address this issue, in July 2022, we launched heterogeneous clusters for Amazon SageMaker model training, which enables you to launch training jobs that use different instance types in a single job. Provision input channels on all or specific instance groups. It uses Horvod for multi-GPU distributed data parallelism.

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What is ERP (Enterprise Resource Planning)?

Circular Edge

Blog Credit: Ian McCue, April 7, 2022 (What is ERP (Enterprise Resource Planning)? Enterprise resource planning systems unify critical business functions like finance, manufacturing, inventory and order management, customer communication, sales and marketing, project management and human resources. Transportation and logistics.

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Training large language models on Amazon SageMaker: Best practices

AWS Machine Learning

The model itself is often too big to fit in memory of a single GPU device or on the multiple devices of a multi-GPU instance. Although this post focuses on LLMs, most of its best practices are relevant for any kind of large-model training, including computer vision and multi-modal models, such as Stable Diffusion.