Machine Learning

Machine learning has been at the forefront of technological innovation in the past few years, with a wide spectrum of impactful applications that are presented in the market every year. This upward trend of machine learning applications is predicted to keep going up. With innovation at our core as institution, we make sure our students excel in state of the art technologies. This graduate certificate provides a firm and practical grounding in the large and diverse field of artificial intelligence, and machine learning. Students will obtain a thorough understanding of recent advances in the field, and a technical background in the tools used in applications on fields such as computer vision, data mining, knowledge discovery, natural language processing and more.

Machine Learning Requirements

Required Courses

CS 559Machine Learning: Fundamentals and Applications

3

Choose three from the following list:

CS 541Artificial Intelligence

3

CS 560Statistical Machine Learning

3

CS 582Causal Inference

3

CS 583Deep Learning

3

CS 584Natural Language Processing

3