Maritime 4.0: Innovation Driven by AI, Data, and Cyber Security

Topics Covered : Quantity of Information Entropy Information Gain KL Divergence Cross-Entropy These topics are fundamental to understanding how information is processed and measured in machine learning and deep learning models. By studying and organizing these concepts, I aim to improve my understanding of the underlying principles and their applications in AI models.

One of the reasons I found reviewing research papers difficult was because I had trouble memorizing the mathematical symbols (or Greek symbols) that appeared in them. To address this challenge and avoid the hassle of searching for the names of symbols whenever I forget them, I decided to document them on my blog for easy reference.