18CS71 Artificial Intelligence and Machine Learning Notes

18CS71 Artificial Intelligence and Machine Learning (AIML) Notes and Question Papers

Here you can download the VTU CBCS 2018 Scheme notes, and Study materials of Artificial Intelligence and Machine Learning (AIML) of the Computer Science and Engineering department.

18CS71 Artificial Intelligence and Machine Learning Notes
18CS71 Artificial Intelligence and Machine Learning Notes

University Name: Visvesvaraya Technological University (VTU), Belagavi

Branch Name: Computer Science and Engineering – CSE

Semester: 7 (4th Year)

Subject Code and Subject Name: 18CS71 Artificial Intelligence and Machine Learning (AIML)

Scheme of Examination: 2018 Scheme

Marks Distribution: 40 Marks for Continuous Internal Assessment and 60 Marks for Semester end examination

Important Concepts discussed:

Introduction to what is artificial intelligence?, Problems, problem spaces and search, Heuristic search techniques.

Introduction to “Knowledge representation issues, Predicate logic, Representation knowledge using rules.
Concept Learning: Concept learning task, Concept learning as search, Find-S algorithm, Candidate Elimination Algorithm, Inductive bias of Candidate Elimination Algorithm.”

Introduction, to Decision Tree Learning and Artificial Neural Network.

Finally, “Bayesian Learning, Instance-Base Learning, Reinforcement Learning, The learning task, and Q-Learning”.

See also  18CS733 Advanced Computer Architecture Notes

18CS71 Artificial Intelligence and Machine Learning (AIML) Module-Wise Question Bank with Solutions

Download the 2018 Scheme VTU CBCS Notes of 18CS71 Artificial Intelligence and Machine Learning

M-1 and M-2 (AI Part), M-2, M-3, M-4, and M-5 (Uploaded Soon)

Follow the link to download the 2017 and 2015 Scheme VTU CBCS Notes

Download the 2018 Scheme 7th Semester VTU Question Papers

CSE VTU Question Papers

Summary

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