Advanced Linear Algebra and its Applications

START:
June 10, 2019
DURATION:
5 Days
ID:
1069
CREDITS:
2
FEE:
PES Participants:
Rs. 5,000
Non-PES Participants:
Rs. 10,000

INSTRUCTORS:

Arulalan Rajan
Assistant Professor
Geetha Shankar
Associate Professor
SivaShankar
Assistant Professor

Address

Crucible of Continuing Education (CCE)
PES University Campus
100 Feet Ring Road, BSK III Stage
Bengaluru – 560 085   View map

About the Course


This course aims at giving an overview of linear algebra – theory, computation and at its current applications to core areas of engineering

Course Objectives(What will you learn)

During the course, the participants will be exposed to both algebraic and geometric approach to linear algebra and key ideas of vector spaces and basis, eigen decomposition, singular value decomposition along with applications.

Who should attend

The course is intended for undergraduate engineering stream students from various branches and Faculty.

Out station students / candidates have to make their arrangements for accommodation and boarding

Course Outline and schedule


Day-01 


System of Linear Equations – Consistent equations and solutions – inconsistent equations and least square  solutions

Day-02 


Geometric Aspects of Linear Algebra-Vector Spaces and Linear Transformations-Vector and Matrix Norms

Day-03 


Eigenvalues and Eigenvectors – Real symmetric matrices, diagonalization, Singular value decomposition -Rank and Dimension Reduction

Day-04 


Applications of Linear Algebra including PCA, Data Compression, Data Sciences and others

Day-05


Exam – both Theory and Laboratory


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