Goucher College 2019-2020 Undergraduate Catalogue 
    Mar 30, 2023  
Goucher College 2019-2020 Undergraduate Catalogue PLEASE NOTE: This is an archived catalog. Programs are subject to change each academic year.

CS 435 - Machine Learning (4 Cr.)

(cross-listed as DMC 435) (GCR DA-AC)
A deeper look at the theory and practice of machine learning. This course will develop the theoretical foundations of classical machine learning as well as deep learning. Topics from deep learning will include Convolutional Networks, Deep Neural Networks, Recurrent Networks, Autoencoders, and Optimization Techniques. Topics from classical machine learning will include support vector machines, hidden Markov models and a theoretical treatment of algorithms addressed in DMC 345. Prerequisites: C- or above in DMC 321  and DMC 345 . Offered spring semester of even years. Brody, Webster.