Artificial Intelligence and Data Visualization

Mathematics is the heart of machine learning algorithms. We communicate our problem and solution as formal logic, in a way that the computer can understand. The scope of mathematics in machine learning is broader than what this lecture may have captured. We shall focus on a few branches in mathematics, including linear algebra, calculus, probability and statistics. The current post has no intention to provide an in-depth review of mathematical concepts. Instead, it will serve as a gentle introduction to excite you in learning more about mathematics.