QIP 2017

QIP Short Term Course on Deep Learning and Computational Intelligence in Automation & Control
December 4th - 8th, 2017
Main Hall, PBCEC and Outreach Auditorium
Indian Institute of Technology Kanpur, India

Welcome to QIP 2017

Course Content (Tentative)

  • Introduction to Deep Learning and Computational Intelligence
  • Deep Neural Network (DNN)
  • Recurrent Neural Network (RNN)
  • Convolution Neural Network (CNN)
  • Auto Encoders
  • Long Short Term Memory
  • Deep Neural Network: Recent Advances and Case Studies
  • Transfer Learning using Deep Neural Network
  • Unsupervised Deep Learning: An Introduction
  • Variational Autoencoders: Recent Advances and Applications
  • Computational Intelligence: Tools and Techniques