Deep Learning Basics 2017

Deep learning has become one of the most innovative technologies that will leave a big impact on our society. This course offered by Deep Learning JP is designed to cover a wide range of deep learning technologies used in latest research and development.

The lecture will be held from April 11 until July 4, every Tuesday from 14:55 to 16:40 on Hongo campus (The University of Tokyo).

Course Format: On-site

Eligibility: Private

Course Content:

  • Machine learning
  • Neural network, MLP and Optimizers
  • Autoencoders
  • Convolutional neural networks (CNNs)
  • Generative Models (VAE and GAN)
  • NLP, Recurrent neural networks and LSTMs