A team has developed a new method that facilitates and improves predictions of tabular data, especially for small data sets with fewer than 10,000 data points. The new AI model TabPFN is trained on ...

Discover the power of predictive modeling to forecast future outcomes using regression, neural networks, and more for improved business strategies and risk management.

A funny thing happened on the way to the AI promised land: People realized they need data. In fact, they realized they need large quantities of a wide variety of data, and that it would be better if ...

A key lesson was to measure what matters. From the outset, we defined clear success metrics—latency reduction, resource ...

A machine-learning algorithm demonstrated the capability to process data that exceeds a computer's available memory by identifying a massive data set's key features and dividing them into manageable ...

A new kind of large language model, developed by researchers at the Allen Institute for AI (Ai2), makes it possible to control how training data is used even after a model has been built.

The financial services industry and just about every industry on Earth are set to undergo a series of major transformations brought about by the generative proliferation of artificial intelligence, ...

Over the years, the field of data engineering has seen significant changes and paradigm shifts driven by the phenomenal growth of data and by major technological advances such as cloud computing, data ...