AIML Artificial Intelligence And Machine Learning 18CS71 Module-4 VTU Notes 7th Semester pdf

Download Module-4 AIML 18CS71 Artificial Intelligence And Machine Learning 7th Semester VTU Notes Pdf

AIML(Artificial Intelligence And Machine Learning)
(Effective from the academic year 2018 -2019)
Course Code 18CS71 CIE Marks 40
Number of Contact Hours/Week 2:2:0 SEE Marks 60
Total Number of Contact Hours 10 Exam Hours 03



Bayesian Learning:

Introduction, Bayes theorem, Bayes theorem and concept learning, ML and LS error hypothesis, ML for predicting, MDL principle, Bates optimal classifier, Gibbs algorithm, Navie Bayes classifier, BBN, EM Algorithm

Texbook2: Chapter 6

RBT: L1, L2, L3

Course Outcomes:

The student will be able to :

  • Appaise the theory of Artificial intelligence and Machine Learning.
  • Illustrate the working of AI and ML Algorithms.
  • Demonstrate the applications of AI and ML.

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