Artificial Intelligence detail syllabus for Computer Science Engineering (CSE), 2021-22 scheme is taken from AKTUs official website and presented for the AKTU B.Tech students. For the course code (KCS071), exam duration, teaching hr/week, practical hr/week, total marks, internal marks, theory marks, duration, credits, and other details do visit complete semester subjects post given below.
For the CSE 7th Sem Syllabus for AKTU B.Tech 2021-22 Scheme you can visit CSE 7th Sem 2021-22 Scheme. For the Departmental Elective-4 scheme of CSE 7th Sem 2021-22 regulation do refer to Departmental Elective-4 CSE 7th Sem scheme. The detail syllabus for artificial intelligence is as follows.
Course Outcomes:
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Unit I
INTRODUCTION : Introduction-Definition – Future of Artificial Intelligence – Characteristics of Intelligent Agents-Typical Intelligent Agents – Problem Solving Approach to Typical AI problems.
Unit II
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Unit III
KNOWLEDGE REPRESENTATION: First Order Predicate Logic – Prolog Programming – Unification – Forward Chaining-Backward Chaining – Resolution – Knowledge Representation – Ontological Engineering-Categories and Objects – Events – Mental Events and Mental Objects – Reasoning Systems for Categories -Reasoning with Default Information
Unit IV
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Unit V
APPLICATIONS: AI applications – Language Models – Information Retrieval- Information Extraction – Natural Language Processing – Machine Translation – Speech Recognition – Robot – Hardware -Perception – Planning – Moving
Text Books:
- S. Russell and P. Norvig, ‘Artificial Intelligence: A Modern Approach!, Prentice Hall, Third Edition, 2009.
- I. Bratko, ‘Prolog: Programming for Artificial Intelligence’, Fourth edition, Addison-Wesley Educational Publishers Inc., 2011.
- M. Tim Jones, ‘Artificial Intelligence: A Systems Approach(Computer Science)!, Jones and Bartlett Publishers, Inc.First Edition, 2008
- Nils J. Nilsson, ‘The Quest for Artificial Intelligence!, Cambridge University Press, 2009.
- William F. Clocksin and Christopher S. Mellish,! Programming in Prolog: Using the ISO Standard!, Fifth Edition, Springer, 2003.
- Gerhard Weiss, ‘Multi Agent Systems!, Second Edition, MIT Press, 2013.
- David L. Poole and Alan K. Mackworth, ‘Artificial Intelligence: Foundations of Computational Agents!, Cambridge University Press, 2010.
For the syllabus of all the subjects of B.Tech CSE 7th Sem, 2021-22 scheme do visit CSE 7th Sem syllabus subjects.
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.