What Is a Decision Tree? In machine learning, learning models are either parametric or non-parametric. When the data is summarized as a fixed size, the learning model is called a parametric model.

The Data Science Lab Decision Tree Regression from Scratch Using C# Dr. James McCaffrey of Microsoft Research says the technique is easy to tune, works well with small datasets and produces highly ...

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 ...