Total 18 post
My first steps into deep learning with the book "Understanding Deep Learning." This post covers what I learned from Chapter 1, clarifying the relationship between machine learning and deep learning, and my thoughts on AI ethics.
This post contains the process of resolving questions and doubts about the structure of Deep neural networks after reading Chapter 4 of 『Understanding Deep Learning』.
This post contains the process of resolving questions and confusion that arose during the process of defining the Loss function after reading Chapter 5 of 『Understanding Deep Learning』.
This post contains the process of resolving questions and doubts about the structure of fitting models after reading Chapter 6 of 『Understanding Deep Learning』.
This post contains the process of resolving questions and doubts about the gradients and initialization after reading Chapter 7 of “Understanding Deep Learning”.