DSCI 580 Advanced Machine Learning

In this course, students will obtain deeper understanding of many concepts and algorithms in machine learning such as linear regression, logistic regression, support vector machines, decision trees, neural networks, CNN, RNN, ensemble learning, LDA, PCA and cluster analysis. Students will also learn how to use Scikit-learn, Tensorflow and Keras to implement machine learning models.

Credits

4

Prerequisite

CSCI 280, or CSCI 380, or equivalent courses.