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How to simplify unstructured data analytics using BigQuery ML and Vertex AI

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Unstructured data such as images, speech and textual data can be notoriously difficult to manage, and even harder to analyze. The analysis of unstructured data includes use cases such as extracting text from images using OCR, sentiment analysis on customer reviews and simplifying translation for analytics. All of this data needs to be stored, managed …

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Digital Renaissance: NVIDIA Neuralangelo Research Reconstructs 3D Scenes

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Neuralangelo, a new AI model by NVIDIA Research for 3D reconstruction using neural networks, turns 2D video clips into detailed 3D structures — generating lifelike virtual replicas of buildings, sculptures and other real-world objects. Like Michelangelo sculpting stunning, life-like visions from blocks of marble, Neuralangelo generates 3D structures with intricate details and textures. Creative professionals …

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The Ultimate Guide to Reducing Online Cart Abandonment for Enterprise Retailers

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The average online cart abandonment rate is over 70%. It can get as high as 80% for mobile shoppers. It’s an all too common problem, even for the most popular retailers. What causes such high cart abandonment rates? What can retailers do to reactivate more carts and close more e-commerce sales? Let’s take a deep …

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Improving mathematical reasoning with process supervision

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

We’ve trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) instead of simply rewarding the correct final answer (“outcome supervision”). In addition to boosting performance relative to outcome supervision, process supervision also has an important alignment benefit: it directly trains the model to …

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Preventive maintenance vs. predictive maintenance

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Your maintenance strategy may not be the first thing that springs to mind when thinking about the bottom line. Yet, given that machinery, equipment and systems keep businesses running, maintenance strategies have a major role to play. Without due care and attention, things break—regardless of whether that’s a transformer in an electricity grid, an axle …

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Large sequence models for software development activities

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Posted by Petros Maniatis and Daniel Tarlow, Research Scientists, Google Software isn’t created in one dramatic step. It improves bit by bit, one little step at a time — editing, running unit tests, fixing build errors, addressing code reviews, editing some more, appeasing linters, and fixing more errors — until finally it becomes good enough …

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