loan risk prediction. Federated Learning, in short, is a method to train machine learning (ML) models securely via decentralization. That is, instead of aggregating all the data necessary to train ...

One of my favorite places to learn data science is an under-the-radar educational website, DataCamp. DataCamp doesn't get nearly the attention that some of the larger, more well-funded online ...

However, they cannot be used in many practical settings. We propose a new class of fair machine learning algorithms that alleviate disparity in prediction results, disparity in behavior of prediction ...

Objective This study reviewed the current state of machine learning (ML) research for the prediction of sports-related injuries ... whereby the ML models were developed to assign records to a ...

Huyen's analysis refers to real-time machine learning models and systems on 2 levels. Level 1 is online predictions: ML systems that make predictions in real-time, for which she defines real-time ...