Deep Learning Diary Vol. 4: Numerical Differentiation - A Practical Guide

This article seems to be a personal learning log focused on numerical differentiation in deep learning. While valuable for beginners, its impact is limited by its scope and personal nature. The reliance on a single textbook and Gemini for content creation raises questions about the depth and originality of the material.

• •The article is a personal log about learning numerical differentiation.
• •It references the book 'Deep Learning from Scratch' by Yasunori Saito.
• •The content is generated with assistance from Gemini.