Here you can download the free lecture Notes of AI Notes pdf (AI Notes Pdf) materials with multiple file links to download. This artificial intelligence pdf notes free download book starts with Introduction, History, Intelligent Systems, Foundation of AI, Subareas of AI, Application, Problem Solving -State-Space Search and Control System, etc.
Table of Contents
Artificial intelligence pdf notes free download (AI notes pdf) files are listed below; please check it.
Complete Notes
1st Module Notes
2nd Module Notes
3rd Module Notes
4th Module Notes
Note:- These notes are according to the R09 Syllabus book of JNTU. In R13 and R15, 8-units of the R09 syllabus are combined into 5-units in R13 and R15 syllabus. If you have any doubts, please refer to the JNTU Syllabus Book.
Topics Covered
Module – 1
Introduction, History, Intelligent Systems, Foundation of AI, Subareas of AI, Application, Problem Solving -State-Space Search and Control System.
Module – 2
Logic Concepts and Logic Programming, Propositional Logic, Natural Deduction Systems, Axiomatic System, Semantic Tableau, System in Propositional logic and Knowledge Representation and more topics
Module – 3
Expert System and Applications, Phases in Building Expert System, Expert System, Architecture, List of Shells and Tool, Uncertainty Measure, Factor Theory, Shafer Theory, and more topics.
Module – 4
Machine -Learning Paradigms, Machine Learning Systems, Deductive Learning, Artificial Neural Networks, Single and Multi-Layer Feed-Forward Networks, Advanced Knowledge Representation Techniques, Natural Language Processing, and more topics.
Reference:
- Rich, Knight, Nair: Artificial Intelligence., Tata McGraw Hill, Third Edition 2009.aq.
Textbooks:
- Rich, Knight, Nair: Artificial Intelligence. Cengage Learning 2011.
- Russell, Norvig: Artificial Intelligence, A Modern Approach, Pearson Education, Second Edition.2004
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