Matrix Theory Courses and Certifications

Eigenvalues, Eigenvectors, and Diagonalization with NumPy

Master advanced linear algebra concepts using NumPy, from eigenvalues and eigenvectors to matrix diagonalization and SVD, with hands-on applications in Python.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Advanced Matrix Theory and Linear Algebra for Engineers

Comprehensive exploration of advanced linear algebra concepts for engineers, covering vector spaces, transformations, orthogonality, diagonalization, and singular value decomposition.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

Differential Equations Part I Basic Theory

1437 ratings at Coursera

Explore basic theory, methods, and applications of differential equations, building on calculus and matrix knowledge for practical use across various fields.

• Coursera
• 14 hours 30 minutes
• On-Demand
• Paid Course

矩阵理论

通过学习本课程，理解并掌握数学与自然科学的基本概念和方法，加深对数学与理论创新、工程实际需求紧密结合的认识，提高工科学生利用数学工具解决科学与工程问题的能力。

• XuetangX
• On-Demand
• Free Online Course

Wuhan University of Technology

矩阵论

Discover the fundamental concepts and applications of matrix theory, from linear spaces to matrix analysis, with practical applications in engineering, control theory, and scientific computing.

• XuetangX
• On-Demand
• Free Online Course

矩阵论及其应用

本课程主要面向非数学专业的研究生，基于对课程体系和内容的精简优化，展现矩阵论基本知识、常用方法和典型应用，在大型计算和应用案例上力求先进，紧跟时代要求，提升知识的内涵和应用广度。

• XuetangX
• On-Demand
• Free Online Course

East China University of Science and Technology

矩阵理论

Dive into the foundations and advanced concepts of matrix theory, from linear transformations to matrix analysis, with practical applications across science, engineering, and information technology.

• XuetangX
• On-Demand
• Free Online Course

矩阵论

让每一位同学能学好用好数学，提高分析问题与解决问题的能力。

• XuetangX
• On-Demand
• Free Online Course

矩阵论

掌握矩阵论基础知识和工程应用，从线性空间到广义逆矩阵，培养解决复杂工程问题的能力，适合电子、信息、计算机等专业研究生学习。

• XuetangX
• On-Demand
• Free Online Course

矩阵分析与应用

Dive into 矩阵分析, covering fundamental concepts, decomposition methods, and practical applications in engineering, AI, and data processing through hands-on case studies and theoretical foundations.

• XuetangX
• On-Demand
• Free Online Course

Differential Equations Part II Series Solutions

12 ratings at Coursera

Learn advanced techniques for solving differential equations, including series solutions, Frobenius method, and special functions like Bessel and Legendre polynomials.

• Coursera
• 14 hours 21 minutes
• On-Demand
• Paid Course

Differential Equations Part III Systems of Equations

13 ratings at Coursera

Explore systems of linear equations and stability of autonomous systems in differential equations, building on calculus and matrix theory knowledge.

• Coursera
• 10 hours 25 minutes
• On-Demand
• Paid Course

ICTP Mathematics

Random Matrix Theory and Point Processes

Explore advanced mathematical concepts in random matrix theory, determinantal point processes, and their applications in dynamical systems through expert lectures and research seminars.

• YouTube
• 1 day 32 minutes
• On-Demand
• Free Video

Centre International de Rencontres Mathématiques

Linear Eigenvalue Statistics of Polynomials in a Wigner Matrix and a Diagonal

Delve into advanced mathematical concepts exploring linear eigenvalue statistics and their relationship with Wigner matrices and diagonal polynomials in random matrix theory.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Centre International de Rencontres Mathématiques

Large Deviations for Macroscopic Observables of Heavy-Tailed Matrices

Explore advanced mathematical concepts of large deviations and their applications to heavy-tailed matrices through expert analysis of macroscopic observables.

• YouTube
• 45 minutes
• On-Demand
• Free Video