Foundations of Machine Learning

MET CS 555

Formerly titled CS 555 Data Analysis and Visualization with R. This course provides an overview of the statistical tools most commonly used to process, analyze, and visualize data. Topics include simple linear regression, multiple regression, logistic regression, analysis of variance, and survival analysis. These topics are explored using the statistical package R, with a focus on understanding how to use and interpret output from this software as well as how to visualize results. In each topic area, the methodology, including underlying assumptions and the mechanics of how it all works along with appropriate interpretation of the results, are discussed. Concepts are presented in context of real world examples. Recommended Prerequisite: METCS 544 or equivalent knowledge, or instructor's consent.

FALL 2025 Schedule

Section Instructor Location Schedule Notes
A3 Alizadeh-Shabdiz MET 122 M 2:30 pm-5:15 pm

FALL 2025 Schedule

Section Instructor Location Schedule Notes
A4 Alizadeh-Shabdiz KCB 104 W 6:00 pm-8:45 pm

FALL 2025 Schedule

Section Instructor Location Schedule Notes
O2 Alizadeh-Shabdiz ARR 12:00 am-12:00 am Students are assigned into class sections of approximately 15 with a teaching team member. Please note the prerequisite(s): completion of the prerequisite course or consent of the instructor is required. On-campus F1 and J1 student visa holders should contact the ISSO at isso@bu.edu before registering for any online courses.

SPRG 2026 Schedule

Section Instructor Location Schedule Notes
A1 Zhang STH B20 W 12:30 pm-3:15 pm

SPRG 2026 Schedule

Section Instructor Location Schedule Notes
A2 Alizadeh-Shabdiz CAS 116 W 6:00 pm-8:45 pm

SPRG 2026 Schedule

Section Instructor Location Schedule Notes
O2 Alizadeh-Shabdiz ARR 12:00 am-12:00 am “Students are assigned into class sections of approximately 15 with a member of the teaching team. Please note the prerequisite(s): completion of the prerequisite course or consent of the instructor is required. On-campus F1 and J1 student visa holders should contact the ISSO at isso@bu.edu before registering for any online courses

Note that this information may change at any time. Please visit the MyBU Student Portal for the most up-to-date course information.