Subject Details
Dept     : AIDS
Sem      : 5
Regul    : 2020
Faculty : pavarna
phone  : NIL
E-mail  : cpavarna.m.aids@snsce.ac.in
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  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Dirichlet Process Mixture Models ,
    Spectral Clustering ,
    Principal Component Analysis

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Machine Learning and its types ,
    Machine Learning and its types ,
    Supervised Learning and Unsupervised Learning ,
    Basic Concepts in Machine Learning,
    Machine Learning Process ,
    Testing Machine Learning Algorithms,
    A Brief Review of Probability Theory ,
    Turning Data into Probabilities ,
    The Bias and the Variance Tradeoff.,
    Weight Space ,
    Linear Models for Regression ,
    Linear Basis Function Models ,
    The Bias and Variance Decomposition ,
    Bayesian Linear Regression

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