TrueschoTruescho
All Courses
Computational Social Science
Coursera
Specialization
Unknown

Computational Social Science

University of California, Davis

Explore digital technology's role in studying human behavior and social dynamics using advanced analytical tools like AI and machine learning.

UnknownEnglish

About this Course

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 You'll Learn

  • Analyze social networks and human dynamics
  • Evaluate big data opportunities and limitations
  • Extract and visualize web data
  • Simulate artificial societies for analysis

Prerequisites

  • Basic computer skills
  • Internet proficiency
  • Ability to follow course instructions in English

Instructors

M

Martin Hilbert

Professor and Chair DE Computational Social Science

Topics

Data Analysis
Data Science
Education
Social Sciences
Agentic systems
AI Enablement
Artificial Intelligence
Big Data
Data Ethics
Data Processing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
التعليم
العلوم الاجتماعية
الأنظمة الوكلائية
تمكين الذكاء الاصطناعي
الذكاء الاصطناعي
البيانات الضخمة
Data Ethics
Data Processing

Start Learning Now