CSCI 6352 Advanced Machine Learning
This course provides selected topics in Machine Learning focusing on Deep Learning. Topics include: logistic regression, neural networks, deep neural networks, convolutional neural networks, recurrent neural networks, reinforcement learning, regularization, Bayesian network classifiers, and clustering techniques. The course also explores the applications of such topics in Data Science, Data Mining, and Data Analytics. Through projects, the taught algorithms are used to build intelligent systems in areas such as smart robots, computer vision, medical and healthcare informatics.
Offered
As scheduled