Data Science and Machine Learning (Theory and Projects) A to Z - DNN and Deep Learning Basics: DNN Gradient Descent Exer

The video tutorial explains the concept of gradient descent, focusing on why steps are taken in the negative gradient direction. It discusses the role of the gradient vector, the parameter space, and the importance of choosing the right direction to minimize the loss function. The tutorial emphasizes understanding the core question of why the negative gradient direction is preferred, which is crucial for applying gradient descent effectively.

What new insight or understanding did you gain from this video?

Evaluate responses using AI:

OFF