CSCI 380 MACHINE LEARNING

Machine Learning is an area of Computer Science that can gets computers to learn from data and solve problems without having to explicitly program. It is one of the most exciting and most rapidly developing areas in Computer Science. In this course, students will learn 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

3

Prerequisite

CSCI 241, MATH 130, and MATH 240, or consent of the Instructor

Offered

SPRING