Topics

AICTE SPONSORED FACULTY DEVELOPMENT PROGRAMME

November 13 -- 25, 2017

aictefdp@cse.ssn.edu.in

topics to be covered

  • Machine Learning Basics
  • Deep Learning Frameworks
  • Regularization for Deep Learning
  • Optimization for Training Deep Models
  • Convolutional Networks
  • Recurrent Networks and Recursive Networks
  • Autoencoders
  • Boltzmann Machine
  • Deep Belief Networks
  • Deep Learning for Image Analysis
  • Deep Learning for NLP & Text Analysis
  • Hand-on sessions using Python and tools such as TensorFlow, Theano, Keras, etc.