In this project, I will discuss one of the most successful ML algorithm LightGBM Classifier. LightGBM is a fast, distributed, high performance gradient boosting framework based on decision tree ...

Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...

The purpose of this document is to give you a quick step-by-step tutorial on GPU training. For Windows, please see GPU Windows Tutorial. We will use the GPU instance on Microsoft Azure cloud computing ...

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on this powerful machine learning technique used to predict a single numeric value. A regression problem is one ...