Running ML models now easier with new Dataflow ML innovations on Apache Beam

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According to Harvard Business Review, only 20% of companies see their models go into production for AI. Google Cloud Dataflow builds on one of the most popular open source frameworks, Apache Beam, which is a unified programming model and SDK for developing batch and streaming pipelines. Continuing our commitment to building an open product, working …

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Latest NVIDIA Graphics Research Advances Generative AI’s Next Frontier

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NVIDIA today introduced a wave of cutting-edge AI research that will enable developers and artists to bring their ideas to life — whether still or moving, in 2D or 3D, hyperrealistic or fantastical. Around 20 NVIDIA Research papers advancing generative AI and neural graphics — including collaborations with over a dozen universities in the U.S., …

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AI in the modeling industry

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TL;DR Everything in modeling will change. These images were generated by Midjourney. How will AI disrupt the modeling industry? AI has the potential to significantly disrupt the modeling industry in various ways, from automating processes to changing the way models are discovered and represented. Here are some potential impacts: AI-generated models: AI can create realistic …

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What policymakers need to know about foundation models

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The last few years—even the last few months—have seen artificial intelligence (AI) breakthroughs come at a dizzying pace. AI that can generate paragraphs of text as well as a human, create realistic imagery and video from text, or perform hundreds of different tasks has captured the public’s attention. People see AI’s high level of performance, …

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Google at ICLR 2023

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Posted by Catherine Armato, Program Manager, Google The Eleventh International Conference on Learning Representations (ICLR 2023) is being held this week as a hybrid event in Kigali, Rwanda. We are proud to be a Diamond Sponsor of ICLR 2023, a premier conference on deep learning, where Google researchers contribute at all levels. This year we …

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Prepare image data with Amazon SageMaker Data Wrangler

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The rapid adoption of smart phones and other mobile platforms has generated an enormous amount of image data. According to Gartner, unstructured data now represents 80–90% of all new enterprise data, but just 18% of organizations are taking advantage of this data. This is mainly due to a lack of expertise and the large amount …

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