After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, researchers organized them into a 'periodic table of machine learning' that can help scientists ...

A new machine learning method from Rice University helps scientists better understand the unique light signatures of ...

Lectures will use case studies to introduce common machine learning strategies including regularised regression (e.g. LASSO), tree-based methods, clustering algorithms neural networks. As part of this ...

Students will be trained in statistics fundamentals, basic computer programming, and machine learning algorithms that tap into knowledge ... techniques such as sampling, inference, and regression.