MY academic domains
The books mentioned below are foundational work, and are based on guiding the students for many years through classroom teaching at M B M Engineering College as well as at Indian Institute of Technology Jodhpur. The AI book can be said to be of semi research oriented, and fitting for teaching at undergraduate and graduate levels. The 3rd edition of the book on Discrete Structures has gone through improvements during the teaching as well as in its three editions. The last title, which is on Bioinformatics, is publication of selected papers from its conference.
welcome to CS books
The book titled as Fundamentals of Artificial Intelligence, covers all the latest topics of AI field, namely Introduction, Logic and Reasoning, First-order Predicate Logic, Rule-based reasoning, Logic Programming and Prolog, Real-world knowledge Representation and Reasoning, Network-based representation, State-space search, Heuristic search, Constraint Satisfaction Problems, Probabilistic Reasoning, Game Theory, Machine Learning, Statistical Learning Theory, Automated Planning, Intelligent Agents, Data Mining, Information Retrieval, Natural Language Processing, Automatic Speech Recognition, and Machine Vision. The review about the book can be read from the ACM Computing Reviews -- an online Journal.
The book Fundamentals of discrete Mathematical structures, 3rd Ed. is published by Prentice-Hall of India (PHI). It is an essential core course in CS B.Tech., BE and MCA. Contents: Induction recursion, recurrences; Combinatorics; Discrete Probability; Mathematical Logic; Logical Inference; Predicate Logic; Graph Theory; Relations on Sets; Trees; Algebraic Systems; Languages, Automata, & Grammars; Prime numbers & cryptography; Solved examples in each chapter, GATE Questions, Extensive list of problems at each chapter end for practice.
K R Chowdhary
The book of Fundamentals of Artificial Intelligence is new book, published by Springer Nature (An International Edition), which covers all the areas of Modern Artificial Intelligence, and equally suitable for undergraduate and researchers. The book of Discrete Mathematical Structure is now in its 3rd Edition. It is followed as textbook for CS courses like B.Tech., BE, and MCA in many Universities in India.
CONTENTS: Foundations of AI, Constraint Satisfaction Problems, Adversarial Search and Game Theory, Statistical Learning Theory, Automated Planning, Intelligent Agents, Information Retrieval, Natural Language & Speech Processing, and Machine Vision.
CONTENTS: Discrete Structures & Set theory; Induction recursion, recurrences; Combinatorics; Discrete Probability; Mathematical Logic; Logical Inference; Predicate Logic; Graph Theory; Relations on Sets; Trees; Algebraic Systems; Languages, Automata, & Grammars.
CONTENTS: Protein databases and & industrial relevance; Finding overlapping Bi-clusters from Gene Expression Data; In Silico-3D structure prediction of Amylase; Nanotechnology and medicine; Computational techniques; Formal language theory applied to living organism; Visualization of features.
lecture notes on CORE
Following are the lecture notes on some more important B.Tech/BE Computer Science courses in Engineering. These are also available under the title "Lecture Notes"
The professional Computer Science courses are skill oriented courses, and provide maximum job opportunities in CS field at any particular time. However, like many other skills this knowledge needs to be updated and upgraded, as the technology and market demands. Following are some of the most common courses in Computer Science, which can be called as ever green fields.