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FDP on Machine Learning

  • Date     :18-06-2018 to 22-06-2018
  • Venue      :SB 201
  • Days     :5
  • Organizer  :Er. Rose V Pattani

Contact Person

  • Er. Rose V Pattani

    Asst. Prof,CSE

    Email:- rose.vp@saintgits.org

Overview Of The Event

Course Contents:

  • Introduction to Machine learning,Classification and Regression Problems
  • Non parametric density estimation and classification – Parzen Window, Nearest Neighbours
  • Dimensionality Reduction, PCA, FLD, Perceptron
  • Unsupervised Classification (K-Means, fuzzy C means Clustering), Clustering using Neural Network (SOM)
  • Need for Deep Learning, Potential/Successful Applications
  • Mathematical background on Convolutional Neural Networks
  • Mathematical background on Restricted Boltzmann Machine and Deep Belief Networks
  • Hands on sessions using the Machine learning tools.

For  more visit   FDP SAINTGITS

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