The aim of this project is to execute the Gradient Descent step-by-step to understand deeply about what's going behind the scene, what's implemented inside those Machine Learning libraries above, and to get the intuition of the Gradient Descent Algorithm.
Table of content:
- Introduction
- Prepare the data.
- Implementation of Stochastic Gradient Descent
- Implementation of Mini-Batch Gradient Descent
- Implementation of Batch Gradient Descent