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- 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)