KTU 2024 Scheme · Semester 2 · Group A
Mathematics for Information Science II (GAMAT201) Syllabus
Official KTU 2024 Scheme syllabus for Mathematics for Information Science II, Semester 2, Group A (Computer Science and Engineering).
Course Code
GAMAT201
Credits
3
Teaching Hours
3:0:0:0 (L:T:P:R)
CIE Marks
40
ESE Marks
60
Exam Duration
2 Hrs 30 Min
Prerequisites
Elementary matrix operations
Semester
Semester 2
Course Objective
To provide a comprehensive understanding of linear algebra focusing on fundamental concepts and applications, and to develop the necessary skills to effectively utilize linear algebra in advanced studies and professional practice.
Module-wise Syllabus
Module 1
9 contact hoursLinear systems of equations, solution by Gauss elimination, row echelon form and rank of a matrix, fundamental theorem for linear systems — homogeneous and non-homogeneous (without proof), eigenvalues and eigenvectors of matrices, diagonalization of matrices.
Module 2
9 contact hoursVector Spaces: examples of vector space — Rⁿ and Mm×n only, subspaces, examples as subspaces of Rⁿ and Mm×n, linear combinations of vectors in a vector space, spanning sets, linear dependence and independence, basis for a vector space, dimension of a vector space, coordinate representation in Rⁿ, change of basis in Rⁿ (transition matrix, without proof).
Module 3
9 contact hoursVector length and unit vector, dot product and angle between two vectors, Cauchy-Schwarz inequality, inner product (examples as Rⁿ and M2×2), properties of inner products, definitions of length/distance/angle, orthogonal projections in inner product spaces, orthogonal and orthonormal sets and bases, Gram-Schmidt orthonormalization process (without proof), the least squares problem, projection onto a subspace, solving least squares problems.
Module 4
9 contact hoursLinear Transformations: properties, linear transformation given by a matrix, rotation in R², projection in R³, kernel of a linear transformation and its basis, range of a linear transformation and its basis, rank and nullity of a linear transformation, sum of rank and nullity (without proof), matrices for linear transformations.
Course Outcomes
- CO1Solve systems of linear equations, evaluate eigenvalues and eigenvectors of matrices, and diagonalize matrices.
- CO2Understand the concepts of vector spaces and subspaces and apply their properties.
- CO3Describe inner product spaces and their properties, apply the orthonormalization process and solve least squares problems.
- CO4Understand the concept of linear transformation and apply its properties, find the rank and nullity of a linear transformation, and find the matrices of linear transformations.
Assessment Pattern (CIE: 40 marks, ESE: 60 marks)
Continuous Internal Evaluation (CIE)
| Attendance | 5 |
| Assignment / Microproject | 15 |
| Internal Examination 1 (Written) | 10 |
| Internal Examination 2 (Written) | 10 |
End Semester Examination (ESE)
Total 60 marks, 2 Hrs 30 Min. See the official KTU syllabus document for the exact Part A / Part B question pattern for this course.
Textbooks & Reference Books
Textbooks
- Advanced Engineering Mathematics — Erwin Kreyszig (John Wiley & Sons, 10th edition, 2016)
- Elementary Linear Algebra — Ron Larson (Cengage Learning, 8th edition, 2017)
Reference Books
- Mathematics for Machine Learning — Marc Peter Deisenroth, A. Aldo Faisal & Cheng Soon Ong (Cambridge University Press, 1st edition, 2020)
- Linear Algebra and Learning from Data — Gilbert Strang (Wellesley-Cambridge Press, 1st edition, 2019)
- Elementary Linear Algebra — Stephen Andrilli & David Hecker (Academic Press Inc., 4th edition, 2010)
- Elementary Linear Algebra — Howard Anton, Chris Rorres (Wiley, 11th edition, 2019)
Frequently Asked Questions
How many credits is KTU Mathematics for Information Science II (GAMAT201)?
3 credits, with 3:0:0:0 (L:T:P:R) teaching hours per week, under the KTU 2024 Scheme.
How many modules are in the GAMAT201 syllabus?
4 modules, 36 total contact hours.
What is the CIE and ESE mark split for this course?
CIE (Continuous Internal Evaluation): 40 marks. ESE (End Semester Examination): 60 marks, 2 Hrs 30 Min. Total: 100 marks.
What are the recommended textbooks for GAMAT201?
Advanced Engineering Mathematics (Erwin Kreyszig); Elementary Linear Algebra (Ron Larson).
Is this syllabus specific to one branch, or common to others too?
This Semester 2 course is listed under Group A at KTU under the 2024 Scheme — check the course header above for which branches it's common to.
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