Course Description

Course CodeCourse NameCreditsHours
3625048 Artificial Intelligence in Information and Communication Technology Applications 3.0 3
Description The goal of this course is to introduce ideas and principles behind artificial intelligence. We will teach the structure of DNN/CNN/LSTM neural network structure and learning methods, and implement artificial intelligence in cloud or non-cloud platforms. The course content includes: 1.Ideas and principles of artificial intelligence 2.DNN and deep learning 3.DNN example: 5G wireless resource allocation 4.CNN 5.RNN/LSTM 6.LSTM example: 5G Polar code decoder and Federated Learning 7.Attention neural network 8.CNN and attention example: video scene boundary detection 9.Learning methods: supervised, unsupervised, reinforcement 10.Amazon cloud platform 11.Amazon DeepLens 12.Amazon Alexsa 13.Project implementation