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.
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
This course includes:
PreRecorded video
Graded assignments, Exams
Access on Mobile, Tablet, Desktop
Limited Access access
Shareable certificate
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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
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
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