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Amazon SageMaker Training Managed Warm Pools gives you the flexibility to opt in to reuse and hold on to the underlying infrastructure for a user-defined period of time. This is done while also maintaining the benefit of passing the undifferentiated heavy lifting of managing compute instances in to Amazon SageMaker Model Training. In this post, …
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In an increasingly data-centric world, enterprises must focus on gathering both valuable physical information and generating the information that they need but can’t easily capture. Data access, regulation, and compliance are an increasing source of friction for innovation in analytics and artificial intelligence (AI). For highly regulated sectors such as Financial Services, Healthcare, Life Sciences, …
Developing and training successful machine learning (ML) fraud models requires access to large amounts of high-quality data. Sourcing this data is challenging because available datasets are sometimes not large enough or sufficiently unbiased to usefully train the ML model and may require significant cost and time. Regulation and privacy requirements further prevent data use or …
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Almost anywhere you looked, AI-based speech technologies continued to blossom in 2022, from increased interest measured in Google Trends, to surprising medical advances that suggest speech patterns can help detect some illnesses, to the variety of digital services and devices that users control with their voices. At Google Cloud, we spent 2022 making the best …
If AI had a highlight reel, the NVIDIA YouTube channel might just be it. The channel showcases the latest breakthroughs in artificial intelligence, with demos, keynotes and other videos that help viewers see and believe the astonishing ways in which the technology is changing the world. NVIDIA’s most popular videos of 2022 put spotlights on …
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A national initiative in semiconductors provides a once-in-a-generation opportunity to energize manufacturing in the U.S. The CHIPS and Science Act includes an $13 billion R&D investment in the chip industry. Done right, it’s a recipe for bringing advanced manufacturing techniques to every industry and cultivating a highly skilled workforce. The semiconductor industry uses the most …
Read more “Accelerated Computing, AI and Digital Twins: A Recipe for US Manufacturing Leadership”
(Scroll down for English translation below) De nouvelles infrastructures digitales savamment déployées pourraient-elles rendre les villes plus responsables, durables, efficaces et agréables ? C’est l’idée que poursuivent, depuis près de quinze ans [1], les instigateurs des smart cities ou villes des intelligences. De Marseille à Paris, en passant par Dijon, Lyon, Chartes, Toulouse, Grenoble, Nice, Angers …
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We are excited to announce a new embedding model which is significantly more capable, cost effective, and simpler to use. The new model, text-embedding-ada-002, replaces five separate models for text search, text similarity, and code search, and outperforms our previous most capable model, Davinci, at most tasks, while being priced 99.8% lower. Read documentation Embeddings …
Virtual assistants are valuable, transformative business tools that offer a compelling ROI while improving the customer experience. By 2030, conversational AI chatbots and virtual assistants will handle 30% of interactions that would have otherwise been handled by a human agent—up from 2% in 2022.[i] So why haven’t more companies adopted this solution? Due to the …
We are thrilled to announce the availability of the LightOn Lyra-fr foundation model for customers using Amazon SageMaker. LightOn is a leader in building foundation models specializing in European languages. Lyra-fr is a state-of-the-art French language model that can be used to build conversational AI, copywriting tools, text classifiers, semantic search, and more. You can …
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