SPA-422 Deep Learning (1)

This course provides a comprehensive introduction for data scientists to the fundamentals of deep learning and its applications to computer vision, time series, and text. The course begins with deep learning basics and then covers state-of-the-art techniques, multi-layer neural networks, convolutional neural networks, and recurrent neural networks using modern libraries in Python. In addition, the course covers a range of applications such as image classification, time series forecasting, and text classification. Crosslist: SPA-622. Usually Offered: summer.