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Machine Intelligence Community

Fundamentals of Deep Learning Series 2017

Schedule

Time: 7:00 PM - 8:30 PM                                             Calendar: https://goo.gl/KHRCxw

Textbook: http://www.deeplearningbook.org/            Facebook: https://goo.gl/tDaeQk

Topic Date Location Reading
Machine Intelligence 09.12.2017 Hariri Seminar Room Chapter: 1, 5.1
Gradient-Based Learning 09.19.2017 Hariri Seminar Room Chapter: 4, 6.5
Neural Networks 10.03.2017 Hariri Seminar Room Chapter: 6
Regularization 10.10.2017 Hariri Seminar Room Chapter: 5.1-5.6, 7
Compositional Data 10.17.2017 Hariri Seminar Room Chapter: 9
Transfer Learning 10.31.2017 Hariri Seminar Room Chapter: 15.1, 15.2
Sequential Data 11.07.2017 Hariri Seminar Room Chapter: 10
Deep Reinforcement Learning 11.14.2017 Hariri Seminar Room https://goo.gl/SXAorS
Unsupervised Learning 11.28.2017 Hariri Seminar Room Chapter: 14, 20.10
Neural Style Transfer 12.05.2017 Hariri Seminar Room https://goo.gl/7T8Jge