For more information please view the Computational Social Science Trailer
Read more
For more information please view the Computational Social Science Trailer
For more information please view the Computational Social Science Trailer
Digital technology has not only revolutionized society, but also the way we can study it. Currently, this is taken advantage of by the most valuable companies in Silicon Valley, the most powerful governmental agencies, and the most influential social movements. What they have in common is that they use computational tools to understand, and ultimately influence human behavior and social dynamics.
An increasing part of human interaction leaves a massive digital footprint behind. Studying it allows us to gain unprecedented insights into what society is and how it works, including its intricate social networks that had long been obscure. Computational power allows us to detect hidden patterns through analytical tools like machine learning and to natural language processing. Finally, computer simulations enable us to explore hypothetical situations that may not even exist in reality, but that we would like to exist: a better world.
This specialization serves as a multidisciplinary, multi-perspective, and multi-method guide on how to better understand society and human behavior with modern research tools. This specialization gives you easy access to some of the exciting new possibilities of how to study society and human behavior. It is the first online specialization collectively taught by Professors from all 10 University of California campuses.
What's inside
Five courses
Computational Social Science Methods
(0 hours)
Computational Social Science Methods
(0 hours)
Big Data, Artificial Intelligence, and Ethics
(0 hours)
Big Data, Artificial Intelligence, and Ethics
(0 hours)
Social Network Analysis
(0 hours)
Social Network Analysis
(0 hours)
Computer Simulations
(0 hours)
Computer Simulations
(0 hours)
Computational Social Science Capstone Project
(0 hours)
Computational Social Science Capstone Project
(0 hours)Learning objectives
- Discover how social networks and human dynamics create social systems and recognizable patterns
- Define and discuss big data opportunities and limitations
- Web scrape online data, create a social network visualization with it, and use machine learning to analyze its content
- Use computer simulations to program your own artificial societies to explore business strategies and policy options
- Discover how social networks and human dynamics create social systems and recognizable patterns
- Define and discuss big data opportunities and limitations
- Web scrape online data, create a social network visualization with it, and use machine learning to analyze its content
- Use computer simulations to program your own artificial societies to explore business strategies and policy options
Save this collection
Save
OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.
Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.
Find this site helpful? Tell a friend about us.
We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.
Your purchases help us maintain our catalog and keep our servers humming without ads.
Thank you for supporting OpenCourser.
