Classification: These algorithms take a dataset and assign each element to a fixed set of classes. For example, Microsoft has trained a machine vision model to examine a photograph and make an ...

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 ...

Learn machine learning algorithms, and statistical analysis to understand complex data, and leverage it to make informed business decisions. As part of the Rutgers Stackable Business Innovation ...

Jerome H. Friedman, Greedy Function Approximation: A Gradient Boosting Machine, The Annals of Statistics, Vol. 29, No. 5 (Oct., 2001), pp. 1189-1232 ...