WHAT YOU WILL LEARN
Uncover how social networks and human dynamics create social methods and recognizable patterns
Outline and talk about massive information alternatives and limitations
Internet scrape on-line information, create a social community visualization with it, and use machine studying to investigate its content material
Use pc simulations to program your individual synthetic societies to discover enterprise methods and coverage choices
About this Specialization
For extra data please view the Computational Social Science Trailer
Digital know-how has not solely revolutionized society, but additionally the best way we are able to examine it. At the moment, that is taken benefit of by probably the most invaluable corporations in Silicon Valley, probably the most highly effective governmental businesses, and probably the most influential social actions. What they’ve in widespread is that they use computational instruments to know, and finally affect human conduct and social dynamics.
An growing a part of human interplay leaves an enormous digital footprint behind. Learning it permits us to achieve unprecedented insights into what society is and the way it works, together with its intricate social networks that had lengthy been obscure. Computational energy permits us to detect hidden patterns by analytical instruments like machine studying and to pure language processing. Lastly, pc simulations allow us to discover hypothetical conditions that won’t even exist in actuality, however that we wish to exist: a greater world.
This specialization serves as a multidisciplinary, multi-perspective, and multi-method information on the right way to higher perceive society and human conduct with fashionable analysis instruments. This specialization offers you quick access to a number of the thrilling new potentialities of the right way to examine society and human conduct. It’s the first on-line specialization collectively taught by Professors from all 10 College of California campuses.
Utilized Studying Venture
Whereas no formal requisites are mandatory to hitch this course, on the finish you’ll web-scrape ‘Huge Knowledge’ from the online, execute a social community evaluation (‘SNA’), discover hidden patterns with machine studying (‘ML’) and pure language processing (‘NLP’), and create agent-based pc fashions (‘ABM’) to discover what may occur if we’d change sure issues in society.
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