CSCI 6170 - Projects in AI & Machine Learning

We will study machine learning and AI solutions to real world problems using publicly available datasets. Topics include Deep Learning, Training Neural Networks (NN), Recurrent NN, Convolution NN, Auto-encoders, Generative Models, Natural Language processing (NLP), Reinforcement Learning, Diffusion models, Recommender Systems.

Course activities include weekly project-based assignments, reading research papers, weekly discussion on recent research related to the lecture topic and a final project/paper with presentation.

Prerequisite or Corequisite: None.

When Offered: FALL AND SPRING TERMS

Co-Listed: CSCI 4170

Graded: GRADED

Credit Hours: 4

SCHOOLS & PROGRAMS

RPI CONNECTIONS

ENGAGE

CSCI 6170 - Projects in AI & Machine Learning