Mathematical Matrix Methods lie at the root of most methods of machine learning and data analysis of tabular data. Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least squares approximation. Discover the Singular Value Decomposition that plays a fundamental role in dimensionality reduction, Principal Component Analysis, and noise reduction. Optional examples using Python are used to illustrate the concepts and allow the learner to experiment with the algorithms....
1 - Matrix Methods 的 1 个评论（共 1 个）
创建者 Denis B
Nov 18, 2019
Pros and cons.
Sometimes it's hard to find in this course needed information to solve Assignments.