The Data Science Lab Multi-Class Classification Using LightGBM Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system ...

This study published in Robot Learning has been focused on water analysis using the combination of decision making and machine learning for a recently developed robotic system. The unique procedure ...

Discover five powerful Python libraries that enable data scientists to interpret and explain machine learning models effectively.

We will create a Deep Neural Network python from scratch. We are not going to use Tensorflow or any built-in model to write the code, but it's entirely from scratch in python. We will code Deep Neural ...

In this video, we implement the Adam optimization algorithm from scratch using pure Python. You'll learn how Adam combines ...