返回到 Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
Johns Hopkins University

Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors

This course is the second course in the Linear Algebra Specialization. In this course, we continue to develop the techniques and theory to study matrices as special linear transformations (functions) on vectors. In particular, we develop techniques to manipulate matrices algebraically. This will allow us to better analyze and solve systems of linear equations. Furthermore, the definitions and theorems presented in the course allow use to identify the properties of an invertible matrix, identify relevant subspaces in R^n, We then focus on the geometry of the matrix transformation by studying the eigenvalues and eigenvectors of matrices. These numbers are useful for both pure and applied concepts in mathematics, data science, machine learning, artificial intelligence, and dynamical systems. We will see an application of Markov Chains and the Google PageRank Algorithm at the end of the course.

状态:Dimensionality Reduction
状态:Data Transformation
课程小时

精选评论

YC

5.0评论日期:May 30, 2025

yeah its very good to learm those from teachers,i enjoyed lot by learning and listioning

HK

5.0评论日期:Oct 31, 2024

Good course content. Instructor is inspiring, quite able to view thing from different perspective and useful to increase understanding of concept.

DY

4.0评论日期:Dec 27, 2023

It helps me to advance my knowledge and the way of teaching is just to the point, that's what i was looking for. I would say it would be great if their are more examples included.

BN

5.0评论日期:Jun 6, 2024

Great course! Really explains every topic clearly. Go watch the 3Blue1Brown videos, they're the best

JT

4.0评论日期:Nov 26, 2025

Good course. The lectures were excellent. I would have benefited from a lot more practice problems.

所有审阅

显示:15/15

William Stanton
5.0
评论日期:Sep 14, 2024
Hung Wai Kay
5.0
评论日期:Nov 1, 2024
Ben Nguyen
5.0
评论日期:Jun 6, 2024
YADUNANDANA CSE24D
5.0
评论日期:May 31, 2025
Yves Grauls
5.0
评论日期:Feb 1, 2025
N S PANISREE PADESWARI CSE24B
5.0
评论日期:Jun 22, 2025
ERUKULLA MAHANTH ARYA
5.0
评论日期:Apr 11, 2024
ANIRUDDHA SHUKLA CSE24A
5.0
评论日期:Jun 21, 2025
CHINMAYA IS24A
5.0
评论日期:Jun 18, 2025
Tanuj saini
5.0
评论日期:Nov 7, 2024
Dawit Yerdea
4.0
评论日期:Dec 27, 2023
James Trebilcock
4.0
评论日期:Nov 27, 2025
Olzhas Azirali
4.0
评论日期:Nov 4, 2025
JAYANTH M
4.0
评论日期:Jun 19, 2025
SOUMYA 24CIB
3.0
评论日期:Jun 9, 2025