Catalog description: Presents the underlying theory behind machine learning in proofs-based format. Answers fundamental questions about what learning means and what can be learned via formal models of ...

In this online data science specialization, you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning ...

The AI and Machine Learning major is one of two specialized majors in Purdue University’s 100% online Master of Science in Artificial Intelligence program. This major equips you with advanced ...

In summary, DARPA’s Theory of Mind program is positioned at the intersection of technology and national security, focusing on ...

The world of finance is advancing quickly, with technology playing an increasingly significant role in decision-making ...

The mathematical theory of machine learning not only explains the current algorithms but can also motivate principled approaches for the future. This self-contained textbook introduces students and ...

Back in the old days—the really old days—the task of designing materials was laborious. Investigators, over the course of ...

In November 2024, Manoj Bhoyar was also honoured with the prestigious Global Recognition Award for his remarkable ...

"Density-functional theory is very bad at describing processes ... But a new paper in npj Computational Materials shows that even a simple machine learning model, trained with a modest amount ...

Deactivating In response to the rising tide of social media-spread misinformation in the 2010s, the social media behemoth ...

The basis of social learning theory is simple: People learn by watching other people. We can learn from anyone—teachers, parents, siblings, peers, co-workers, YouTube influencers, athletes ...