Subject Details
Dept     : CST
Sem      : 6
Regul    : 2023
Faculty : POOJA S
phone  : NIL
E-mail  : pooja.s.csd@snsce.ac.in
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  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Decision Theory,
    Types of Machine Learning,
    Probability Distributions ,
    Machine Learning process,
    Machine Learning,
    Decision Theory,
    preliminaries, testing Machine Learning algorithms, turning data into Probabilities, and Statistics for Machine Learning Probability theory,
    Linear Models for Regression,
    Linear Models for Classification,
    Discriminant Functions, Probabilistic Generative Models, Probabilistic Discriminative Models,
    Decision Tree Learning ,
    Bayesian Learning, Naïve Bayes,
    Ensemble Methods, Bagging, Boosting

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    preliminaries, testing Machine Learning algorithms, turning data into Probabilities, and Statistics for Machine Learning Probability theory