It is a project-based graduate course aimed to provide practical and fundamental skills to perform research with neural networks. We will survey the fundamentals of Artificial Neural Networks (ANN) and describe the underlying principles making neural networks generic computing frameworks. We will then build computational skills for training neural networks, understanding and working with algorithms related to different architectures of ANNs.
The canvas page has more information and syllabus:
The course is currently overbooked but if you are interested please email and I will place your email on the waitlist.