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Linear Algebra IV: Advanced Matrix Methods
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Linear Algebra IV: Advanced Matrix Methods

This course is part of Applications of Linear Algebra.

Course Cost

₹ 21,059

Intermediate

Skill Level

3 Weeks

Self-paced lessons

Explore advanced linear algebra concepts in this Georgia Tech course, focusing on orthogonality and symmetric matrices. Learn to solve inconsistent systems using least-squares methods, understand orthogonal projections, and master matrix factorization techniques. This course covers essential topics from MATH 1554, emphasizing practical applications and theoretical foundations of linear algebra.

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English

What you'll learn

  • Master orthogonal projections and vector space computations

  • Compute and apply QR decomposition in matrix factorization

  • Solve least-squares problems using normal equations

  • Construct orthogonal diagonalization of symmetric matrices

  • Apply least-squares methods to data fitting and modeling

Skills you'll gain

linear algebra
matrix factorization
orthogonal projections
symmetric matrices
QR decomposition
least squares
vector spaces
spectral decomposition

This course includes:

PreRecorded video

Graded assignments, Exams

Access on Mobile, Tablet, Desktop

Limited Access access

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Module Description

This advanced linear algebra course explores orthogonality, symmetric matrices, and their applications. Students learn to compute approximate solutions for inconsistent systems using distance-based algorithms and orthogonal projections. The course covers matrix factorization techniques, least-squares problems, and symmetric matrix diagonalization. Special emphasis is placed on practical applications and computational methods in linear algebra.

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Applications of Linear Algebra

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Faculties

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Linear Algebra IV: Advanced Matrix Methods

Intermediate

Skill Level

3 Weeks

Self-paced lessons

Course Cost

₹ 21,059

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.