Artificial Intelligence detail syllabus for various departments, 2017 scheme is taken from VTU official website and presented for VTU students. The course code (17CS562), and for exam duration, Teaching Hr/week, Practical Hr/week, Total Marks, internal marks, theory marks, duration and credits do visit complete sem subjects post given below.
For all other open elective-1 syllabus for vtu be 2017 scheme you can visit Open Elective-1 syllabus for VTU BE 2017 Scheme Subjects. The detail syllabus for artificial intelligence is as follows.
Module 1
What is artificial intelligence?, Problems, Problem Spaces and search, Heuristic search technique TextBook1: Ch 1, 2 and 3
Module 2
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Module 3
Symbolic Reasoning under Uncertainty, Statistical reasoning, Weak Slot and Filter Structures. TextBoook1: Ch 7, 8 and 9
Module 4
Strong slot-and-filler structures, Game Playing. TextBoook1: Ch 10 and 12
Module 5
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Course Outcomes:
The students should be able to:
- Identify the AI based problems
- Apply techniques to solve the AI problems
- Define learning and explain various learning techniques
- Discuss expert systems
Question paper pattern:
- The question paper will have ten questions.
- There will be 2 questions from each module.
- Each question will have questions covering all the topics under a module.
- The students will have to answer 5 full questions, selecting one full question from each module.
Text Books:
- E. Rich, K. Knight & S. B. Nair – Artificial Intelligence, 3/e, McGraw Hill.
Reference Books:
- Artificial Intelligence: A Modern Approach, Stuart Rusell, Peter Norving, Pearson Education 2nd Edition.
- Dan W. Patterson, Introduction to Artificial Intelligence and Expert Systems -Prentice Hal of India.
- G. Luger, Artificial Intelligence: Structures and Strategies for complex problem Solving, Fourth Edition, Pearson Education, 2002.
- Artificial Intelligence and Expert Systems Development by D W Rolston-Mc Graw hill.
- N.P. Padhy Artificial Intelligence and Intelligent Systems, Oxford University Press-2015
For detail syllabus of all other subjects of BE do syllabus for different schemes from menu given on top.
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