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Techniques and approaches for monitoring large language models on AWS

AWS Machine Learning - AI

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness.

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Build a strong data foundation for AI-driven business growth

CIO

In the quest to reach the full potential of artificial intelligence (AI) and machine learning (ML), there’s no substitute for readily accessible, high-quality data. To fully leverage AI and analytics for achieving key business objectives and maximizing return on investment (ROI), modern data management is essential.

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An LLM Engineer: A Handbook On The Discipline

Mobilunity

It’s all possible thanks to LLM engineers – people, responsible for building the next generation of smart systems. While we’re chatting with our ChatGPT, Bards (now – Geminis), and Copilots, those models grow, learn, and develop. So, what does it take to be a mighty creator and whisperer of models and data sets?

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DXC transforms data exploration for their oil and gas customers with LLM-powered tools

AWS Machine Learning - AI

In this post, we show you how DXC and AWS collaborated to build an AI assistant using large language models (LLMs), enabling users to access and analyze different data types from a variety of data sources. LLM-powered tools To optimally handle the variety of tasks for the chatbot, we built specialized tools.

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TransUnion transforms its business model with IT

CIO

billion acquisition of data and analytics company Neustar in 2021, TransUnion has expanded into other services such as marketing, fraud detection and prevention, and robust analytical services. We’re modernizing existing products to get to this entire data analytics value chain.” But following its $3.1

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Real-time Data, Machine Learning, and Results: The Evidence Mounts

CIO

From delightful consumer experiences to attacking fuel costs and carbon emissions in the global supply chain, real-time data and machine learning (ML) work together to power apps that change industries. more machine learning use casesacross the company. By Bryan Kirschner, Vice President, Strategy at DataStax.

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Generative AI’s most noble mission: Improving and saving lives

CIO

As a technology professional, seeing how artificial intelligence (AI) and generative AI/large language models can improve and save lives makes me think about the significant difference this can have on families and communities worldwide–including mine. Fox says it perfectly: “Family is not an important thing.