University of California, Davis
Computational Social Science Specialization
University of California, Davis

Computational Social Science Specialization

Martin Hilbert

Instructor: Martin Hilbert

Included with Coursera Plus

Get in-depth knowledge of a subject
4.7

(612 reviews)

Beginner level
No prior experience required
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(612 reviews)

Beginner level
No prior experience required
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 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

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
22 practice exercises

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of California, Davis

Specialization - 5 course series

What you'll learn

  • Examine the history and current challenges faced by Social Science through the digital revolution.

  • Configure a machine to create a database that can be used for analysis.

  • Discuss what is artificial intelligence (AI) and train a machine.

  • Discover how social networks and human dynamics create social systems and recognizable patterns.

Skills you'll gain

Machine Learning, Big Data, Scientific Methods, Social Network Analysis, Simulations, Computational Thinking, Artificial Intelligence, Data Science, Data Analysis, Network Analysis, and Social Sciences

What you'll learn

  • Define and discuss big data opportunities and limitations.

  • Work with IBM Watson and analyze a personality through Natural Language Programming (NLP).

  • Examine how AI is used through case studies.

  • Examine and discuss the roles ethics play in AI and big data.

Skills you'll gain

Big Data, Natural Language Processing, Artificial Intelligence, Responsible AI, Machine Learning, Data Ethics, Social Sciences, Analytics, Algorithms, Data Mining, Research, Research Methodologies, Artificial Intelligence and Machine Learning (AI/ML), and Case Studies
Social Network Analysis

Social Network Analysis

Course 310 hours

What you'll learn

  • Define networks and discover the languages networks use.

  • Analyze a social network through data wrangling and visualizing a network.

  • Discuss what mechanisms generate networks.

  • Examine social networks analysis using case studies.

Skills you'll gain

Social Network Analysis, Network Analysis, Social Sciences, Data Analysis, Simulations, Data Wrangling, Data Manipulation, Statistical Visualization, Predictive Analytics, Data Visualization, and Graph Theory
Computer Simulations

Computer Simulations

Course 412 hours

What you'll learn

Skills you'll gain

Simulations, Social Sciences, Agentic systems, Sociology, Social Network Analysis, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML), Systems Thinking, Economics, Experimentation, and Computer Programming

What you'll learn

Skills you'll gain

Web Scraping, Trend Analysis, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Data Visualization Software, Databases, Computational Thinking, Simulations, Social Network Analysis, Social Sciences, Data Wrangling, Machine Learning, Data Collection, and Big Data

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Martin Hilbert
University of California, Davis
10 Courses79,972 learners

Offered by

Compare with similar products

Rating
Level
Skills
Last updated
Number of practice exercises
Degree eligibility
Part of Coursera Plus

You might also like

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions