Arizona State University New College of Interdisciplinary Arts and Sciences 7 courses 30 total credits
The Master of Science program in psychology with a concentration in data science offers you an innovative blend of behavioral science and advanced data science methods. The program equips you with essential skills to translate human behavior into quantifiable data for deeper analysis. Through project-based learning, you gain practical skills, including data collection and cleaning, data visualization and model-building --- skills that showcase your ability to address practical challenges using behavioral data analysis. If you come from a background in psychology or related fields, including those with minimal computing experience, this curriculum is well suited for you. Courses emphasize hands-on data manipulation, cleaning and exploration, along with project-based learning with compelling topics, including tree-based algorithms, deep learning and convolutional neural networks. You learn how to apply these innovative techniques to behavioral and social data, providing you with the critical thinking and technical skills needed in today's evolving job market. The program is an ideal choice if you are looking to advance your education or enhance your professional capabilities. You engage in projects directly applicable to in-demand fields, including health care, psychology and social data science, ensuring your skills are marketable and relevant. The program offers a distinct educational experience that minimally overlaps with more traditional statistical training and is maximally relevant to the evolving demands of the job market. This approach positions you at the forefront of technological and societal advancements, reflecting a unique integration of data science techniques within the behavioral sciences. You are well-prepared for careers in industries focused on data-driven solutions. This concentration is particularly valuable if you are seeking to enhance your expertise in the growing high-tech sectors, positioning you for success in fields that integrate behavioral science with data analytics. GI Bill® benefitsThis new program is not yet approved for use with GI Bill® benefits. GI Bill® is a registered trademark of the U.S. Department of Veterans Affairs. More information about education benefits offered by VA is available at the official U.S. government website at https://www.benefits.va.gov/gibill/.
| Required Core | 3 credits |
| Methods and Statistics | 6 credits |
| Concentration | 9 credits |
| Electives | 9 credits |
| Culminating Experience | 3 credits |
| Total Credits | 30 credits |
Required Core
| Code | Course Title | Credits |
|---|---|---|
| PSY 502 | Professional Issues in Psychology | 3 |
| Total Required Core | 3 credits | |
Methods and Statistics
| Code | Course Title | Credits |
|---|---|---|
| BDS 500 | Research Methods | 3 |
| BDS 505 | Statistical Methods | 3 |
| Total Methods and Statistics | 6 credits | |
Concentration
| Code | Course Title | Credits |
|---|---|---|
| BDS 511 | Behavioral Data Science I | 3 |
| BDS 512 | Behavioral Data Science II | 3 |
| PSY 506 | Advanced Cognitive Science | 3 |
| Total Concentration | 9 credits | |
Electives
Culminating Experience
| Code | Course Title | Credits |
|---|---|---|
| BDS 553 | Behavioral Data Science Capstone | 3 |
| Total Culminating Experience | 3 credits | |
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