CS-59000-07 Machine Learning / Deep Learning

Spring 2018

Course Info: Machine Learning / Deep Learning xxxxx CS 59000-07

Instructor: David Liu

Credit Hours: 3

Course Description

This course will serve as a study of Machine Learning, with a specialization in Deep Learning.  The Machine Learning will be a review of machine learning, data mining, and statistical pattern recognition.  Some of the topics will be Supervised Learning, Unsupervised Learning, and bias/variance theory.  The Deep Learning focus will include building neural networks and machine learning projects.  Theory and industry case-studies will be reviewed.  Putting theory into practice will be performed via Python and TensorFlow, open-source software library for Machine Intelligence.