Subject Details
Dept     : CSE
Sem      : 5
Regul    : 2019
Faculty : Poornima devi L
phone  : NIL
E-mail  : poornima.l.cse@snsct.org
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Announcements

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Introduction - Association Rules ,
    Apriori Algorithm - Clustering- K-means ,
    Self-organizing Map - Principal Components,
    EM Algorithm- Mixtures of Gaussians ,
    Introduction - Single State Case ,
    Model Based Learning ,
    Partially Observable States,
    Elements of Reinforcement Learning

  • Question Bank

    Dear Students the Question Bank has been uploaded for the following topics:
    Machine Learning

  • Youtube Video

    Dear Students the Youtube Video has been uploaded for the following topics:
    Deep Learning
    Bayesian Netwok

  • Assignment

    Assignment topic is Analyze Weather Prediction data set using Unsupervised Machine Learning and due date is 27-11-2023.

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Machine Learning – perspective -Issues ,
    Examples of Machine Learning Applications,
    Types of Machine Learning –Machine Learning process- preliminaries, testing,
    Turning data into Probabilities, and Statistics for Machine Learning ,
    Introduction - Linear Models for Regression – Linear Regression Models and Least Squares ,
    Shrinkage Methods – Derived Input Directions ,
    Logistic Regression ,
    Boosting and Additive Trees – Boosting Trees – Regularization – Interpretation – Illustrations,
    Neural Network Representation – Problems – Perceptron ,
    Back Propagation Algorithms,
    Multilayer Networks

  • Assignment

    Assignment topic is Machine Learning Process & Bayes Decision Theory and due date is 05-09-2023.

  • Resource Link

    Dear Students the Resource Link has been uploaded for the following topics:
    Bayes Theory
    Logistic Regression

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