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Real-time data processing for machine learning with Striim and BigQuery

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

In today’s data-driven world, the ability to leverage real-time data for machine learning applications is a game-changer. Two key players in this field, Striim and Google Cloud with BigQuery, offer a powerful combination to make this possible. Striim serves as a real-time data integration platform that seamlessly and continuously moves data from diverse sources to …

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Buried Treasure: Startup Mines Clean Energy’s Prospects With Digital Twins

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

Mark Swinnerton aims to fight climate change by transforming abandoned mines into storage tanks of renewable energy. The CEO of startup Green Gravity is prototyping his ambitious vision in a warehouse 60 miles south of Sydney, Australia, and simulating it in NVIDIA Omniverse, a platform for building 3D workflows and applications. The concept requires some …

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Revealing the Invisible: Visualizing Missing Values in Ames Housing

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

The digital age has ushered in an era where data-driven decision-making is pivotal in various domains, real estate being a prime example. Comprehensive datasets, like the one concerning properties in Ames, offer a treasure trove for data enthusiasts. Through meticulous exploration and analysis of such datasets, one can uncover patterns, gain insights, and make informed …

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Machine Learning in OpenCV (7-Day Mini-Course)

by AI Generated Robotic ContentAI/ML ResearchPosted on Comments are Disabled

Machine learning is an amazing tool for many tasks. OpenCV is a great library for manipulating images. It would be great if we can put them together. In this 7-part crash course, you will learn from examples how to make use of machine learning and the image processing API from OpenCV to accomplish some goals. …

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Bin Prediction for Better Conformal Prediction

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

This paper was accepted at the workshop on Regulatable ML at NeurIPS 2023. Conformal Prediction (CP) is a method of estimating risk or uncertainty when using Machine Learning to help abide by common Risk Management regulations often seen in fields like healthcare and finance. CP for regression can be challenging, especially when the output distribution …

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Ontology-Oriented Software Development

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

by Peter Wilczynski, Product Lead for the Ontology System “Show me the incentive and I’ll show you the outcome” — Charlie Munger I. As an industry, we are producing more software at an ever-increasing rate and yet the impact of this software on economic productivity has been marginal. This lack of progress is inherent to how the software industry …

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GDPR compliance checklist

by AI Generated Robotic ContentFAANGPosted on Comments are Disabled

The General Data Protection Regulation (GDPR) is a European Union (EU) law that governs how organizations collect and use personal data. Any company operating in the EU or handling EU residents’ data must adhere to GDPR requirements. However, GDPR compliance is not necessarily a straightforward matter. The law outlines a set of data privacy rights …

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