Course Material Referred
Maths
- Linear Algebra: Linear Algebra and Its Applications by Gilbert Strang.
- Calculus: Thomas’ Calculus, IIT Kanpur Maths-101.
- Operations Research: Introduction to Operations Research by F. S. Hillier, G. J. Lieberman.
- Probability and Statistics: Schaum’s Outline of Introduction to Probability and Statistics by Seymour Lipschutz, John J. Schiller.
- Numerical Techniques: Numerical Methods for Scientific And Engineering Computation by M. K. Jain, S. R. K. Iyengar, R. K. Jain.
- Transforms and Ordinary Differential Equations: Higher Engineering Mathematics by B.S. Grewal
- Formal Logic:
- Logic: Techniques of Formal Reasoning by Donald Kalish, Richard Montague.
- An Introduction to Modal Logic by G. E. Hughes, M. J. Cresswell.
Computer Science
- Data Structures and Algorithms: Introduction to Algorithms by ‘CLRS’.
- Operating Systems: Operating System Concepts by A. Silberschatz, P.B. Galvin and G. Gagne.
- Machine Learning: Deep Learning by Ian Goodfellow, Yoshua Bengio.
- Probabilistic Graphical Models: Probabilistic Graphical Models: Principles and Techniques by Daphne Koller and Nir Friedman.
- Information Retrieval: Introduction to Information Retrieval - Stanford NLP Group.