According to DeepLearning.AI, the concept of eigenvalues and eigenvectors is made intuitive by Serrano Academy, offering insights that can be crucial for trading algorithms and financial modeling. This knowledge is part of the Mathematics for Machine Learning Specialization, which could enhance the development of predictive trading models.