Certificate in Data Science for Psychology
Program Overview
The Certificate in Data Science for Psychology equips psychology majors with data analysis, statistics, and programming skills. Through hands-on projects and internships, students develop proficiency in using data science techniques to solve real-world problems in psychology and related fields. The program prepares graduates for careers in data science, research, and quantitative analysis.
Program Outline
Degree Overview:
The Certificate in Data Science for Psychology is designed for psychology majors who want to expand their skillset and pursue careers in data science. The program provides a solid foundation in data analysis, statistics, and programming, equipping students with the tools and techniques to work with large datasets.
Objectives:
- Demonstrate proficiency in the fundamentals of data science for psychology, including theory, tools, and techniques.
- Demonstrate the ability to synthesize data science concepts around psychology and behavior science to develop solutions for real-life problems.
- Demonstrate effective scientific communication skills (verbal and written) to convey information to multidisciplinary audiences in the psychology field.
Description:
The program emphasizes hands-on learning through projects and exercises, allowing students to put their newly acquired skills into practice. It also provides opportunities to work on real-world data science problems through internships or research projects with faculty members.
Careers:
Earning a data science certificate in psychology can help students stand out in the job market, demonstrating their ability to analyze and interpret data, a valuable skill across various fields. The certificate can lead to careers in:
- Data Science: Analyze large datasets to identify patterns and insights, often in fields like research, healthcare, or marketing.
- Research: Conduct data analysis for research projects in psychology and related fields.
- Quantitative Analysis: Apply statistical methods to analyze data in various industries, including healthcare, finance, or education.
Other:
The certificate requires a minimum GPA of 2.0 for all coursework. The program consists of 18 units, with a core set of courses:
- CSC 101: Introduction to Computing (3 units)
- PSY 171: Quantitative Reasoning in Psychology (3 units)
- PSY 200: General Psychology (3 units)
- PSY 371: Psychological Statistics (3 units)
- PSY 490: Introduction to Data Science for Psychology (3 units)
- PSY 571: Intermediate Psychological Statistics (3 units)