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Getting started with Amazon Titan Text Embeddings

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space. This technique is achieved through the use of ML algorithms that enable the understanding of the meaning and context of data (semantic …

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IDC: Migrating to Google Cloud IaaS has a 318 percent ROI

Organizations worldwide continue to adopt cloud services to enable and support ongoing digital transformation. While the benefits of cloud infrastructure, including cost savings, agility, elasticity, and scalability are well understood, quantifying these benefits can be challenging. In late 2023, Google released the results of a sponsored IDC research study to gain a better understanding of …

Cardiac Clarity: Dr. Keith Channon Talks Revolutionizing Heart Health With AI

Here’s some news to still beating hearts: AI is helping bring some clarity to cardiology. Caristo Diagnostics has developed an AI-powered solution for detecting coronary inflammation in cardiac CT scans. In this episode of NVIDIA’s AI Podcast, Dr. Keith Channon, the Field Marshal Earl Alexander Professor at the University of Oxford, and the cofounder and …

Lifelong learning will power next generation of autonomous devices

Look up “lifelong learning” online, and you’ll find a laundry list of apps to teach you how to quilt, play chess or even speak a new language. Within the emerging fields of artificial intelligence (AI) and autonomous devices, however, “lifelong learning” means something different—and it is a bit more complex. It refers to the ability …

8 steps to build a successful multicloud strategy

Increasingly, enterprise organizations are adopting a multicloud approach—the use of cloud services from more than one cloud vendor—to optimize performance, control costs and prevent vendor lock-in. According to a recent forecast from Gartner (link resides outside ibm.com) worldwide end-user spending on public cloud services is expected to grow 20.4% to total $678.8 billion in 2024, up …

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Talk to your slide deck using multimodal foundation models hosted on Amazon Bedrock and Amazon SageMaker – Part 1

With the advent of generative AI, today’s foundation models (FMs), such as the large language models (LLMs) Claude 2 and Llama 2, can perform a range of generative tasks such as question answering, summarization, and content creation on text data. However, real-world data exists in multiple modalities, such as text, images, video, and audio. Take …