Descriptions
Linear Algebra from Elementary to Advanced Specialization, This Coursera specialization, “Linear Algebra from Elementary to Advanced,” provides a comprehensive progression through core linear algebra topics including linear systems and matrix equations, matrix algebra and determinants, eigenvectors, orthogonality, and diagonalization. Taught by Joseph W. Cutrone, PhD, the specialization blends theoretical foundations with problem-solving techniques and practical examples to build strong conceptual understanding.
Across three courses you will learn to model and solve linear systems using matrix methods, compute and interpret determinants, eigenvalues, and eigenvectors, work with orthogonal projections and Gram–Schmidt orthonormalization, and perform diagonalization to simplify linear transformations. The program emphasizes proofs, computational methods, and hands-on practice so learners can analyze matrices, perform transformations, and apply these tools in data analysis, engineering, and scientific computing.
What you’ll learn
- Understand and solve linear systems using matrix methods such as Gaussian elimination and row reduction
- Master matrix algebra operations, compute determinants, rank, and inverses
- Compute eigenvalues and eigenvectors and apply spectral decomposition
- Analyze orthogonality, projections, and perform Gram–Schmidt orthonormalization
- Perform diagonalization and use it to simplify linear transformations
- Apply linear algebra techniques to problems in data analysis, engineering, and scientific computing
- Develop rigorous mathematical reasoning through proofs and structured problem solving
Who this course is for
- Undergraduate students in mathematics, engineering, physics, computer science, or related fields
- Learners preparing for advanced courses in applied mathematics, machine learning, or scientific computing
- Professionals seeking to strengthen linear algebra foundations for research or engineering work
- Self-learners who want a systematic, rigorous introduction to linear algebra
Specificatoin of Linear Algebra from Elementary to Advanced Specialization
- Publisher : Coursera
- Teacher : Joseph W. Cutrone, PhD
- Language : English
- Level : Beginner
- Number of Course : 3
- Duration : 4 weeks to complete at 10 hours a week
Content of Linear Algebra from Elementary to Advanced Specialization
Requirements
- Completion of College Algebra
Pictures
Sample Clip
Installation Guide
Extract the files and watch with your favorite player
Subtitle : English
Quality: 720p
Download Links
Course 1 – Linear Algebra: Linear Systems and Matrix Equations
Course 2 – Linear Algebra: Matrix Algebra, Determinants, & Eigenvectors
Course 3 – Linear Algebra: Orthogonality and Diagonalization
Password file(s): www.downloadly.ir
File size
662 MB