Nature

Air temperature estimation and modeling using data driven techniques based on best subset regression model in Egypt

Accurate temperature forecasting is crucial for understanding future climate patterns 1. Climate change and global warming pose significant global challenges, intensifying water-related disasters such ...
Nature

Machine learning-based academic performance prediction with explainability for enhanced decision-making in educational institutions

Education is crucial for the growth of effective life skills and the allocation of needed resources. Higher education institutions are adopting advanced technologies, such as artificial intelligence ...
Visual Studio Magazine

Linear Regression Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...
Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using pseudo-inverse training. Compared to other training techniques, such as stochastic gradient descent, ...