• 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 Requirements

Computer Science Overview
Must be taken in alignment with your home college:
CS 1200First Year Seminar1
or BIOC 1000 Biochemistry 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
Choose one of the 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
and Lab for CS 3500
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
DS 4400Machine Learning and Data Mining 14
Khoury Elective
With adviser approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives.
Complete four semester hours of CS, CY, DS, or IS classes that are not already required. Choose courses within the following ranges:4
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
Statistics Foundations
Complete one of the following:4-5
Biostatistics
and Lab for ENVR 2500
Probability and Statistics

Computer Science Writing Requirement

College Writing
ENGW 1111First-Year Writing4
or ENGW 1102 First-Year Writing for Multilingual Writers
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

Biochemistry Requirements

Biology Foundations
BIOL 1107
and BIOL 1108
Foundations of Biology
and Lab for BIOL 1107
5
BIOL 2299Inquiries in Biological Sciences4
BIOL 2301
and BIOL 2302
Genetics and Molecular Biology
and Lab for BIOL 2301
5
BIOL 2309Biology Project Lab4
Chemistry Foundations
CHEM 1161
and CHEM 1162
General Chemistry for Science Majors
and Lab for CHEM 1161
5
CHEM 2311
and CHEM 2312
Organic Chemistry 1
and Lab for CHEM 2311
5
CHEM 2313
and CHEM 2314
Organic Chemistry 2
and Lab for CHEM 2313
5
Mathematics Foundations
MATH 1341Calculus 1 for Science and Engineering4
MATH 1342Calculus 2 for Science and Engineering4
Biochemistry Foundations
BIOL 3611
and BIOL 3612
Biochemistry
and Lab for BIOL 3611
5
CHEM 3331
and CHEM 3332
Bioanalytical Chemistry
and Lab for CHEM 3331
3-5
or CHEM 5620 Protein Chemistry
Intermediate or Advanced Science Elective
Complete one course from the following:3-5
BIOL 2301 to BIOL 5999
CHEM 2311 to CHEM 5999
EEMB 2290 to EEMB 5999
ENVR 2310 to ENVR 5999
MATH 2280 to MATH 5999
PHYS 2303 to PHYS 5999

Integrative Requirement

Integrative Courses
BINF 6310Introduction to Computational Methods in Bioinformatics4
Complete one of the following:4
Biology Capstone
Senior Research

Required General Electives

Complete 16 semester hours of general electives.16

Major 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
  • Exploring Creative Expression and Innovation
  • 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

131 total semester hours required

Sample Plan of Study:

Four Years, Two Co-ops Summer 2/Fall

Year 1
FallHoursSpringHoursSummer 1HoursSummer 2Hours
BIOL 1107
and BIOL 1108
5BIOL 22994BIOL 2301
and BIOL 2302
5MATH 13424
CS 1200, BIOC 1000, or INSC 10001CHEM 1161
and CHEM 1162
and CHEM 1163
5General Elective4General Elective4
CS 1800
and CS 1802
5DS 2500
and DS 2501
5  
DS 2000
and DS 2001
4MATH 13414  
ENGW 11114   
 19 18 9 8
Year 2
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CHEM 2311
and CHEM 2312
5CHEM 2313
and CHEM 2314
5BIOL 23094Co-op0
CS 32004CS 1210 or EESC 20001Khoury Elective4 
DS 30004DS 35004  
Statistics Foundation4DS 42004  
 General Elective4  
 17 18 8 0
Year 3
FallHoursSpringHoursSummer 1HoursSummer 2Hours
Co-op0BINF 63104ENGW 3302, 3307, or 33154Co-op0
 BIOL 3611
and BIOL 3612
5  
 DS 43004  
 Intermediate/Advanced Science Elective4  
 0 17 4 0
Year 4
FallHoursSpringHours  
Co-op0CHEM 5620 or 3331 and 33323-5  
 General Elective4  
 DS 44004  
 Capstone4  
 0 15-17  
Total Hours: 133-135

Four Years, Two Co-ops Spring/Summer 1

Year 1
FallHoursSpringHoursSummer 1HoursSummer 2Hours
BIOL 1107
and BIOL 1108
5BIOL 22994BIOL 2301
and BIOL 2302
5MATH 13424
CS 1200, BIOC 1000, or INSC 10001CHEM 1161
and CHEM 1162
and CHEM 1163
5General Elective4General Elective4
CS 1800
and CS 1802
5DS 2500
and DS 2501
5  
DS 2000
and DS 2001
4MATH 13414  
ENGW 11114   
 19 18 9 8
Year 2
FallHoursSpringHoursSummer 1HoursSummer 2Hours
CS 12101Co-op0Co-op0BIOL 3611
and BIOL 3612
5
CHEM 2311
and CHEM 2312
5  General Elective4
CS 32004   
DS 30004   
Statistics Foundation4   
 18 0 0 9
Year 3
FallHoursSpringHoursSummer 1HoursSummer 2Hours
BIOL 23094Co-op0Co-op0ENGW 33024
DS 35004   
CHEM 2313
and CHEM 2314
5   
DS 42004   
 17 0 0 4
Year 4
FallHoursSpringHours  
BINF 63104CHEM 5620 or 3331 and 33323-5  
DS 43004DS 44004  
Intermediate/Advanced Science Elective4Capstone4  
Khoury Elective4General Elective4  
 16 15-17  
Total Hours: 133-135