DEEP LEARNING CORE

• Designed to gradually learn core Deep Learning technology
• 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
• Textbook: “deep learning” (machine learning professional series)
• Number of lectures: 12
• Onsite courses;
  • Deep Learning Core 2015, 2016 (Voluntary Lectures)
  • Advanced Artificial Intelligence I 2016 (The University of Tokyo)

DETAIL