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Deep Learning and Neural Networks Course (Video)

Deep Learning and Neural Networks

Advanced Research Seminar I/III
Graduate School of Information Science
Nara Institute of Science and Technology
January 2014

Instructor:

Kevin Duh, IS Building Room A-705
Office hours: after class, or appointment by email (x@is.naist.jp where x=kevinduh)

Course Description

Deep Learning is a family of methods that exploits using deep architectures to learn high-level feature representations from data. Recently, these methods have helped researchers achieve impressive results in various fields within Artificial Intelligence, such as speech recognition, computer vision, and natural language processing. This course provides an overview of Deep Learning and Neural Networks; the goal is to establish a foundational understanding at a level sufficient for students to start reading research papers in this exciting and growing area. Continue reading