EE 541 A Computational Introduction to Deep Learning

Units: 2
Terms Offered: Fa

Deep learning frameworks for training multilayer perceptrons, convolutional and recurrent neural networks; Python, virtual environments, linux and shell scripting, cloud computing, including GPUs and datasets.
Recommended Preparation: Graduate standing and a typical undergraduate ECE background including the equivalent of EE 105 and EE 155L and some exposure to a high-level scripting language such as Python or Matlab.
Corequisite: EE 503 and EE 510
Instruction Mode: Lecture
Grading Option: Letter