FDP on "Machine Learning"Sponsored by SAINTGITS,CSE

 

The program aspires to.

  • To develop a deeper understanding of several major topics on Machine Learning.
  • To develop programming skills that helps to build intelligent and adaptive systems.
  • To develop the basic skills necessary to pursue research in Machine learning.

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.

 

 

 

The program aspires to.

To develop a deeper understanding of several major topics on Machine Learning.
To develop programming skills that helps to build intelligent and adaptive systems.
To develop the basic skills necessary to pursue research in Machine learning.
...

Moving On to ISTE Conference
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Kindly bookmark the important dates of FDP which is to be held at Saintgits College of Engineering during 18 to 22 June 2018 June 12, 2018 : Last d...
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The registration fee is Rs 1500/-.  ...
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