Ana içeriğe atla

ADS 507

Course ID:
Course Code & Number
ADS 507
Course Title
Data Science for Social Scientists
Level
MS
Credit Hours/ ECTS Credits
(3+0+0) 3 TEDU Credits, 7.5 ECTS Credits
Year of Study:
Semester:
Type of Course:
Mode of Delivery:
Language of Instruction:
Pre-requisite / Co-requisite::
Pre-requisites: NONE
Co-requisites: NONE
Catalog Description
Introduction to data science. Causal inference. Programming with R, Stata, and/or Python. Rubin causal model. Various causal inference methods and techniques. Text analytics applications. Machine learning applications in social sciences. The use of big data in addressing social and economic problems.
Course Objectives
Software Usage
Course Learning Outcomes
Learning Activities and Teaching Methods:
Assessment Methods and Criteria:
Assessment Methods and Criteria Others:
Design Content
Recommended Reading
Required Reading
Grading
Learning Activities and Teaching Methods Others:
Course Coordinator:
Student Workload:
Workload Hrs
Course & Program Learning Outcome Matching: