• Concentrations and course offerings may vary by campus and/or by program modality.  Please consult with your advisor or admissions coach for the course availability each term at your campus or within your program modality. 
  • Certain options within the program may be required at certain campuses or for certain program modalities.  Please consult with your advisor or admissions coach for requirements at your campus or for your program modality. 

Complete all courses listed below unless otherwise indicated. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified and complete any additional courses needed beyond specific college and major requirements to satisfy graduation credit requirements.

Universitywide Requirements

All undergraduate students are required to complete the Universitywide Requirements.

NUpath Requirements

All undergraduate students are required to complete the NUpath Requirements.

Data Science Courses

Computer Science Overview
Must be taken in alignment with your home college:
CS 1200First Year Seminar1
or MATH 1000 Mathematics at Northeastern
or INSC 1000 Science at Northeastern
CS 1210Professional Development for Khoury Co-op1
or EESC 2000 Professional Development for Co-op
Programming Sequence Pathways
Complete one of two options:12
Computer Science Option
Fundamentals of Computer Science 1
and Lab for CS 2500
Fundamentals of Computer Science 2
and Lab for CS 2510
Object-Oriented Design
Data Science Option
Programming with Data
and Data Science Programming Practicum
Intermediate Programming with Data
and Lab for DS 2500
Advanced Programming with Data
Computer Science Required Courses
CS 1800
and CS 1802
Discrete Structures
and Seminar for CS 1800
5
CS 3200Introduction to Databases4
Data Science Foundations
DS 3000Foundations of Data Science4
DS 4200Information Presentation and Visualization4
DS 4300Large-Scale Information Storage and Retrieval4
Khoury Elective Courses
With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives.
Complete 8 semester hours of CS,CY, DS, or IS classes that are not already required. Choose courses within the following ranges:8
CS 2500 or higher, except CS 5010
CY 2000 or higher, except CY 4930
DS 2500 or higher, except DS 4900
IS 2000 or higher, except IS 4900

Mathematics Courses

Problem-Solving Requirement
MATH 1365Introduction to Mathematical Reasoning4
Calculus Requirements
MATH 1341Calculus 1 for Science and Engineering4
MATH 1342Calculus 2 for Science and Engineering4
MATH 2321Calculus 3 for Science and Engineering4
Intermediate and Advanced Math Requirements
MATH 2331Linear Algebra4
MATH 2341Differential Equations and Linear Algebra for Engineering4
MATH 3081Probability and Statistics4
MATH 3175Group Theory4
MATH 3527Number Theory 14
Mathematics Elective Requirements
Complete four courses in the following range:16
MATH 3001 to MATH 4999 but not MATH 4000

Integrative Requirements

Integrative Courses
DS 4400Machine Learning and Data Mining 14
DS 4420Machine Learning and Data Mining 24

Computer Science Writing Requirements

College Writing
ENGW 1111First-Year Writing4
Advanced Writing in the Disciplines
ENGW 3302Advanced Writing in the Technical Professions4
or ENGW 3307 Advanced Writing in the Sciences
or ENGW 3315 Interdisciplinary Advanced Writing in the Disciplines

Required General Electives

Complete 20 semester hours of general electives.20

Khoury College GPA Requirement

Minimum cumulative 2.000 GPA required in all CS, CY, DS, and IS courses

NUpath Requirements Satisfied

  • Engaging with the Natural and Designed World
  • Conducting Formal and Quantitative Reasoning
  • Analyzing and Using Data
  • Writing in the First Year
  • Advanced Writing in the Disciplines
  • Writing-Intensive in the Major
  • Demonstrating Thought and Action in a Capstone

 Integrating Knowledge and Skills Through Experience is satisfied through co-op.

Program Requirement

130 total semester hours required

Sample Plan of Study:

Four Years, Two Co-ops in Summer 2/Fall

Year 1
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CS 12001DS 2500
and DS 2501
5MATH 30814Elective4
CS 1800
and CS 1802
5MATH 13424Elective4Elective4
DS 2000
and DS 2001
4MATH 13654  
ENGW 11114Elective4  
MATH 13414   
 18 17 8 8
Year 2
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CS 32004CS 12101MATH 35274Co-op0
DS 30004DS 35004Khoury elective4 
MATH 23214DS 42004  
MATH 23414MATH 23314  
 MATH elective4  
 16 17 8 0
Year 3
FallHoursSpringHoursSummer 1HoursSummer 2Hours
Co-op0DS 43004ENGW 3302, 3307, or 33154Co-op0
 DS 44004Elective4 
 MATH 31754  
 MATH elective4  
 0 16 8 0
Year 4
FallHoursSpringHours  
Co-op0DS 44204  
 Khoury elective4  
 MATH elective4  
 Elective4  
 0 16  
Total Hours: 132

Four Years, Two Co-ops in Spring/Summer 1

Year 1
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CS 12001DS 2500
and DS 2501
5MATH 30814Elective4
CS 1800
and CS 1802
5MATH 13424Elective4Elective4
DS 2000
and DS 2001
4MATH 13654  
ENGW 11114Elective4  
MATH 13414   
 18 17 8 8
Year 2
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CS 12101Co-opCo-opKhoury elective4
CS 32004  Elective4
DS 30004   
MATH 23214   
MATH 23414   
 17 0 0 8
Year 3
FallHoursSpringHoursSummer 1HoursSummer 2Hours
Co-op0Co-opCo-opENGW 3302, 3307, or 33154
DS 35004  Elective4
DS 42004   
MATH 23314   
MATH Elective4   
 16 0 0 8
Year 4
FallHoursSpringHours  
DS 43004DS 44204  
DS 44004MATH 35274  
MATH 31754Khoury elective4  
MATH elective4MATH elective4  
 16 16  
Total Hours: 132