The psychology and data science combined major offers an integrative curriculum in the study of mind, brain, and behavior and in the collection, manipulation, storage, retrieval, and computational analysis of data in its various forms, including numeric, textual, image, and video data from small to large volumes. The study of psychology draws upon empirical research with both humans and animals to investigate and seek explanations for the behavior and mental life of individuals and develop assessment tools and treatment options for addressing clinical problems. In this program, students have an opportunity to augment such knowledge with skills in big data analysis, data science, and data analytics.
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.
University-Wide Requirements
All undergraduate students are required to complete the University-Wide Requirements.
NUpath Requirements
All undergraduate students are required to complete the NUpath Requirements.
Data Science Requirements
| Code | Title | Hours |
|---|---|---|
| Computer Science Overview | ||
| CS 1200 | First Year Seminar | 1 |
| or PSYC 1000 | Psychology at Northeastern | |
| CS 1210 | Professional Development for Khoury Co-op | 1 |
| or EESC 2000 | Professional Development for Co-op | |
| Programming Sequence Pathways | ||
| Choose 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 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 3200 | Database Design | 4 |
| Data Science Foundations | ||
| DS 3000 | Foundations of Data Science | 4 |
| DS 4200 | Information Presentation and Visualization | 4 |
| DS 4300 | Large-Scale Information Storage and Retrieval | 4 |
| DS 4400 | Machine Learning and Data Mining 1 | 4 |
| DS 4420 | Machine Learning and Data Mining 2 | 4 |
| 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 credits of CS, CY, DS, or IS classes that are not already required. Choose courses within the following ranges: | 4 | |
CY 2000 or higher, except CY 4930 | ||
DS 2500 or higher, except DS 4900 | ||
Computer Science Writing Requirements
| Code | Title | Hours |
|---|---|---|
| College Writing | ||
| ENGW 1111 | First-Year Writing | 4 |
| or ENGW 1102 | First-Year Writing for Multilingual Writers | |
| Advanced Writing in the Disciplines | ||
| Complete one of the following: | 4 | |
| Advanced Writing in the Technical Professions | ||
| Advanced Writing in the Sciences | ||
| Interdisciplinary Advanced Writing in the Disciplines | ||
Psychology Requirements
| Code | Title | Hours |
|---|---|---|
| Foundations of Psychology | ||
| PSYC 1101 | Foundations of Psychology | 4 |
| Statistics in Psychological Research | ||
| PSYC 2320 | Statistics in Psychological Research | 4 |
| Mathematics Foundations | ||
| MATH 1341 | Calculus 1 for Science and Engineering | 4 |
| Personality/Social Basis of Behavior | ||
| Complete two of the following: | 8 | |
| Personality | ||
| Social Psychology | ||
| Developmental Psychology | ||
| Abnormal Psychology | ||
| Cognitive/Biological Basis of Behavior | ||
| Complete two of the following: | 8 | |
| Learning and Motivation | ||
or PSYC 3451 | Learning Principles and Behavior Analysis | |
| Sensation and Perception | ||
| Biological Psychology | ||
| Psychology of Language | ||
| Cognition | ||
| Psychology Laboratory | ||
| Complete one of the following: | 4 | |
| Laboratory in Research Design | ||
| Laboratory in Biological Psychology | ||
| Laboratory in Psycholinguistics | ||
| Laboratory in Cognition | ||
| Laboratory in Social Psychology | ||
| Laboratory in Personality | ||
| Laboratory in Sensation and Perception | ||
| Laboratory in Affective Science | ||
| Laboratory in Life-Span Emotional Development | ||
| Laboratory in Developmental Psychology | ||
| Psychology Seminar | ||
| Complete one of the following: | 4 | |
| Seminar in Behavioral Modification | ||
| Seminar in Biological Psychology | ||
| Seminar in Psycholinguistics | ||
| Seminar in Cognition | ||
| Seminar in Personality | ||
| Seminar in Social Psychology | ||
| Seminar in Clinical Psychology | ||
| Seminar in Sensation and Perception | ||
| Seminar in Cognitive Neuroscience | ||
| Seminar in Developmental Psychology | ||
| Seminar in Social and Affective Neuroscience | ||
| Psychology Electives | ||
| Complete two of the following: | 8 | |
PSYC 2370 to PSYC 5999 | ||
Integrative Requirement
| Code | Title | Hours |
|---|---|---|
| Integrative Course | ||
| Complete one of the following: | 4 | |
| Quantitative Topics in Psychology and Behavioral Neuroscience | ||
| Human Computer Interaction | ||
Required General Electives
| Code | Title | Hours |
|---|---|---|
| Complete 28 credits of general electives. | 28 | |
Khoury College GPA Requirement
Minimum 2.000 GPA required in all CS, CY, DS, and IS courses
Psychology GPA Requirement
Minimum 2.000 GPA required in all PSYC courses
Program Requirement
130 total semester hours required
Sample Patterns:
Five Years, Three Co-ops
| Year 1 | |||||||
|---|---|---|---|---|---|---|---|
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| CS 1200 | 1 | CS 2510 and CS 2511 | 5 | Vacation | Vacation | ||
| CS 1800 and CS 1802 | 5 | PSYC 2320 | 4 | ||||
| CS 2500 and CS 2501 | 5 | Personality/social basis of behavior 1 | 4 | ||||
| PSYC 1101 | 4 | General elective | 4 | ||||
| ENGW 1111 | 4 | ||||||
| 19 | 17 | 0 | 0 | ||||
| Year 2 | |||||||
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| CS 3500 and CS 3501 | 5 | DS 3000 | 4 | Vacation | Co-op | ||
| MATH 1341 | 4 | CS 1210 | 1 | ||||
| Cognitive/bological basis of behavior 1 | 4 | Cognitive/biological basis of behavior 2 | 4 | ||||
| General elective | 4 | Personality/social basis of behavior 2 | 4 | ||||
| General elective | 4 | ||||||
| 17 | 17 | 0 | 0 | ||||
| Year 3 | |||||||
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| Co-op | DS 4200 | 4 | General elective | 4 | Co-op | ||
| CS 3200 | 4 | PSYC elective | 4 | ||||
| PSYC laboratory | 4 | ||||||
| General elective | 4 | ||||||
| 0 | 16 | 8 | 0 | ||||
| Year 4 | |||||||
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| Co-op | DS 4300 | 4 | ENGW 3302 | 4 | Co-op | ||
| DS 4400 | 4 | PSYC elective | 4 | ||||
| General elective | 4 | ||||||
| PSYC seminar | 4 | ||||||
| 0 | 16 | 8 | 0 | ||||
| Year 5 | |||||||
| Fall | Hours | Spring | Hours | ||||
| Co-op | DS 4420 | 4 | |||||
| Integrative requirement | 4 | ||||||
| Khoury Elective | 4 | ||||||
| General elective | 4 | ||||||
| 0 | 16 | ||||||
| Total Hours: 134 | |||||||
Four Years, Two Co-ops
| Year 1 | |||||||
|---|---|---|---|---|---|---|---|
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| CS 1200 | 1 | CS 2510 and CS 2511 | 5 | CS 3500 and CS 3501 | 5 | General elective | 4 |
| CS 1800 and CS 1802 | 5 | PSYC 2320 | 4 | General elective | 4 | General elective | 4 |
| CS 2500 and CS 2501 | 5 | Personality/social basis of behavior 1 | 4 | ||||
| PSYC 1101 | 4 | General elective | 4 | ||||
| ENGW 1111 | 4 | ||||||
| 19 | 17 | 9 | 8 | ||||
| Year 2 | |||||||
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| CS 3200 | 4 | CS 1210 | 1 | PSYC elective | 4 | Co-op | |
| DS 3000 | 4 | DS 4200 | 4 | General elective | 4 | ||
| Cognitive/biological basis of behavior 1 | 4 | Personality/social basis of behavior 2 | 4 | ||||
| MATH 1341 | 4 | Cognitive/biological basis of behavior 2 | 4 | ||||
| General elective | 4 | ||||||
| 16 | 17 | 8 | 0 | ||||
| Year 3 | |||||||
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| Co-op | DS 4300 | 4 | PSYC elective | 4 | Co-op | ||
| DS 4400 | 4 | ENGW 3302 | 4 | ||||
| PSYC laboratory | 4 | ||||||
| General elective | 4 | ||||||
| 0 | 16 | 8 | 0 | ||||
| Year 4 | |||||||
| Fall | Hours | Spring | Hours | ||||
| Co-op | DS 4420 | 4 | |||||
| Khoury elective | 4 | ||||||
| PSYC seminar | 4 | ||||||
| Integrative requirement | 4 | ||||||
| 0 | 16 | ||||||
| Total Hours: 134 | |||||||