CSCI1470

Deep Learning

Instructor(s):
Course Home Page:
http://www.cs.brown.edu/courses/csci1470/
Location:Salomon 001
Meeting Time:E: MWF 12:00-12:50
Exam Group:15-DEC-2017 Exam Time: 02:00:00 PM Exam Group: 07
Semester:1 (Fall)
Offered this year?Yes
When Offered?Every year


Description

Deep learning is the name for a particular version of neural networks--a version that emphasizes multiple layers of networks. Deep leaning, plus the specialized techniques that it has inspired (e.g. convolutional features and word embeddings) have lead to rapid improvements in many applications such as computer vision, machine translation, and computer Go. This course intends to give students a practical understanding of deep learning as applied in these and other areas. It also teaches the Tensorflow programming language for the expression of deep leaning algorithms. (The primary API for Tensorflow is from Python.)

CRN: 16986