Subject Details
Dept     : ECE
Sem      : 5
Regul    : 2019
Faculty : Arun Kumar.N
phone  : 9688070556
E-mail  : arunkumar.n.ece@snsct.org
312
Page views
29
Files
0
Videos
0
R.Links

Icon
Announcements

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Definition of learning systems Goals and applications of machine learning,
    Regression: Linear Regression ,
    Clustering-K-means clustering

  • Lecture Notes

    Dear Students the Lecture Notes has been uploaded for the following topics:
    Types of Machine Learning Machine Learning Process,
    Terminology-Weight Space,
    The Curse of Dimensionality,
    Testing Machine ,
    Learning Algorithms,
    Parametric Models- Multivariate Regression Regression:,
    Classification: Bayesian Decision Theory parametric and non-parametric methods,
    K-Nearest Neighbor classifier,
    Decision Tree based methods for classification and Regression Ensemble methods,
    EM algorithm,
    Hierarchical Clustering,
    Principal Component Analysis,
    Probabilistic PCA,
    The Brain and The Neuron,
    Neural Networks,
    Perceptron-Training the perceptron,
    Perceptron Learning Algorithm,
    Multilayer Perceptron,
    Back Propagation Dimensionality Reduction,
    Convolutional Networks,
    Recurrent Neural Networks,
    Bidirectional RNNs,
    Deep Recurrent Networks,
    Recursive Neural Networks,
    Applications Speech Recognition

X
maheskumar
SNS COLLEGE OF ENGINEERING
Admin Dept
facbook_profile
facbook_profile