Statistical Foundation in AI

Choose 4 courses:

• STAT GR5241¹ | Statistical Machine Learning
• STAT GR5242 | Advanced Machine Learning
• STAT GR5244 | Unsupervised Learning
• STAT GR5294 | Topics in Machine Learning & Artificial
• STAT GR5701 | Probability and Statistics for Data Science
• STAT GR5702 | Exploratory Data Analysis and Visualization
• STAT GR5703 | Statistical Inference and Modeling
• STAT GR6701 | Probabilistic Models and Machine Learning

¹Students enrolled in this concentration may take STAT GR5241 (Statistical Machine Learning) in lieu of the Machine Learning courses listed in the Core Foundation courses. Students doing so will take three required courses from this concentration (instead of four) and one more AI elective course from SEAS from the elective pool.  Additionally, students may take any MA in Statistics courses with prior approval from the Statistics Department (to ensure preparation and seat availability).