Nature

Soil microbiome prediction using traditional machine learning and deep learning models

Microbiomes are communities of microorganisms sharing the same environment. This environment can be any ecosystem, including the human body, soil, oceans, or plants. Microbial communities usually ...
Nature

Environmental gradients explain nearshore microplastic distribution patterns: insights from machine learning models

Microplastic is a global concern recently, yet the factors associated with particle behavior after entering marine environments remain uncertain. Using three years of observations integrated with ...
International Monetary Fund

GDP Nowcasting Performance of Traditional Econometric Models vs Machine-Learning Algorithms: Simulation and Case Studies

Are Machine Learning (ML) algorithms superior to traditional econometric models for GDP nowcasting in a time series setting? Based on our evaluation of all models from both classes ever used in ...
mccormick.northwestern.edu

MLDS 490: Interpretable Machine Learning for Finance

The course emphasizes interpretable machine learning techniques and their applications in the financial services industry. Students will develop machine learning models, explain model predictions, and ...